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"source": "https://github.com/symfony/validator/tree/v6.4.7" + "source": "https://github.com/symfony/validator/tree/v6.4.8" }, "funding": [ { @@ -15598,20 +15622,20 @@ "type": "tidelift" } ], - "time": "2024-04-28T10:38:38+00:00" + "time": "2024-06-02T15:48:50+00:00" }, { "name": "symfony/var-dumper", - "version": "v6.4.7", + "version": "v6.4.8", "source": { "type": "git", "url": "https://github.com/symfony/var-dumper.git", - "reference": "7a9cd977cd1c5fed3694bee52990866432af07d7" + "reference": "ad23ca4312395f0a8a8633c831ef4c4ee542ed25" }, "dist": { "type": "zip", - "url": "https://api.github.com/repos/symfony/var-dumper/zipball/7a9cd977cd1c5fed3694bee52990866432af07d7", - "reference": "7a9cd977cd1c5fed3694bee52990866432af07d7", + "url": "https://api.github.com/repos/symfony/var-dumper/zipball/ad23ca4312395f0a8a8633c831ef4c4ee542ed25", + "reference": "ad23ca4312395f0a8a8633c831ef4c4ee542ed25", "shasum": "" }, "require": { @@ -15667,7 +15691,7 @@ "dump" ], "support": { - "source": "https://github.com/symfony/var-dumper/tree/v6.4.7" + "source": "https://github.com/symfony/var-dumper/tree/v6.4.8" }, "funding": [ { @@ -15683,20 +15707,20 @@ "type": "tidelift" } ], - "time": "2024-04-18T09:22:46+00:00" + "time": "2024-05-31T14:49:08+00:00" }, { "name": "symfony/var-exporter", - "version": "v6.4.7", + "version": "v6.4.8", "source": { "type": "git", "url": "https://github.com/symfony/var-exporter.git", - "reference": "825f9b00c37bbe1c1691cc1aff9b5451fc9b4405" + "reference": "792ca836f99b340f2e9ca9497c7953948c49a504" }, "dist": { "type": "zip", - "url": "https://api.github.com/repos/symfony/var-exporter/zipball/825f9b00c37bbe1c1691cc1aff9b5451fc9b4405", - "reference": "825f9b00c37bbe1c1691cc1aff9b5451fc9b4405", + "url": "https://api.github.com/repos/symfony/var-exporter/zipball/792ca836f99b340f2e9ca9497c7953948c49a504", + "reference": "792ca836f99b340f2e9ca9497c7953948c49a504", "shasum": "" }, "require": { @@ -15744,7 +15768,7 @@ "serialize" ], "support": { - "source": "https://github.com/symfony/var-exporter/tree/v6.4.7" + "source": "https://github.com/symfony/var-exporter/tree/v6.4.8" }, "funding": [ { @@ -15760,20 +15784,20 @@ "type": "tidelift" } ], - "time": "2024-04-18T09:22:46+00:00" + "time": "2024-05-31T14:49:08+00:00" }, { "name": "symfony/yaml", - "version": "v6.4.7", + "version": "v6.4.8", "source": { "type": "git", "url": "https://github.com/symfony/yaml.git", - "reference": "53e8b1ef30a65f78eac60fddc5ee7ebbbdb1dee0" + "reference": "52903de178d542850f6f341ba92995d3d63e60c9" }, "dist": { "type": "zip", - "url": "https://api.github.com/repos/symfony/yaml/zipball/53e8b1ef30a65f78eac60fddc5ee7ebbbdb1dee0", - "reference": "53e8b1ef30a65f78eac60fddc5ee7ebbbdb1dee0", + "url": "https://api.github.com/repos/symfony/yaml/zipball/52903de178d542850f6f341ba92995d3d63e60c9", + "reference": "52903de178d542850f6f341ba92995d3d63e60c9", "shasum": "" }, "require": { @@ -15816,7 +15840,7 @@ "description": "Loads and dumps YAML files", "homepage": "https://symfony.com", "support": { - "source": "https://github.com/symfony/yaml/tree/v6.4.7" + "source": "https://github.com/symfony/yaml/tree/v6.4.8" }, "funding": [ { @@ -15832,7 +15856,7 @@ "type": "tidelift" } ], - "time": "2024-04-28T10:28:08+00:00" + "time": "2024-05-31T14:49:08+00:00" }, { "name": "theseer/tokenizer", @@ -16073,16 +16097,16 @@ }, { "name": "unocha/ocha_ai", - "version": "v1.3.2", + "version": "v1.3.4", "source": { "type": "git", "url": "https://github.com/UN-OCHA/ocha_ai.git", - "reference": "76b60d6efa7677e493ed0b4a1b07fb6b846b51f5" + "reference": "8ed84a5554b088ec317fdd77780e182d8be91b03" }, "dist": { "type": "zip", - "url": "https://api.github.com/repos/UN-OCHA/ocha_ai/zipball/76b60d6efa7677e493ed0b4a1b07fb6b846b51f5", - "reference": "76b60d6efa7677e493ed0b4a1b07fb6b846b51f5", + "url": "https://api.github.com/repos/UN-OCHA/ocha_ai/zipball/8ed84a5554b088ec317fdd77780e182d8be91b03", + "reference": "8ed84a5554b088ec317fdd77780e182d8be91b03", "shasum": "" }, "require": { @@ -16113,22 +16137,22 @@ "description": "OCHA AI module", "support": { "issues": "https://github.com/UN-OCHA/ocha_ai/issues", - "source": "https://github.com/UN-OCHA/ocha_ai/tree/v1.3.2" + "source": "https://github.com/UN-OCHA/ocha_ai/tree/v1.3.4" }, - "time": "2024-05-10T10:17:33+00:00" + "time": "2024-06-11T10:01:41+00:00" }, { "name": "unocha/ocha_monitoring", - "version": "1.0.16", + "version": "1.0.17", "source": { "type": "git", "url": "https://github.com/UN-OCHA/ocha_monitoring.git", - "reference": "01270be36374c090b6c0dc47d59e3900aad74e9e" + "reference": "4eb9e31800cdcbc26f670d165acc316972df2859" }, "dist": { "type": "zip", - "url": "https://api.github.com/repos/UN-OCHA/ocha_monitoring/zipball/01270be36374c090b6c0dc47d59e3900aad74e9e", - "reference": "01270be36374c090b6c0dc47d59e3900aad74e9e", + "url": "https://api.github.com/repos/UN-OCHA/ocha_monitoring/zipball/4eb9e31800cdcbc26f670d165acc316972df2859", + "reference": "4eb9e31800cdcbc26f670d165acc316972df2859", "shasum": "" }, "require": { @@ -16143,9 +16167,9 @@ "description": "UNOCHA Monitoring", "support": { "issues": "https://github.com/UN-OCHA/ocha_monitoring/issues", - "source": "https://github.com/UN-OCHA/ocha_monitoring/tree/1.0.16" + "source": "https://github.com/UN-OCHA/ocha_monitoring/tree/1.0.17" }, - "time": "2024-05-23T07:40:19+00:00" + "time": "2024-06-03T11:11:14+00:00" }, { "name": "webflo/drupal-finder", diff --git a/config/core.entity_form_display.taxonomy_term.career_category.default.yml b/config/core.entity_form_display.taxonomy_term.career_category.default.yml index c15d7115a..a5d8ebae9 100644 --- a/config/core.entity_form_display.taxonomy_term.career_category.default.yml +++ b/config/core.entity_form_display.taxonomy_term.career_category.default.yml @@ -3,6 +3,7 @@ langcode: en status: true dependencies: config: + - field.field.taxonomy_term.career_category.field_example_job_posting - taxonomy.vocabulary.career_category module: - allowed_formats @@ -23,6 +24,14 @@ content: allowed_formats: hide_help: '1' hide_guidelines: '1' + field_example_job_posting: + type: string_textarea + weight: 26 + region: content + settings: + rows: 5 + placeholder: '' + third_party_settings: { } name: type: string_textfield weight: 0 diff --git a/config/core.entity_view_display.taxonomy_term.career_category.default.yml b/config/core.entity_view_display.taxonomy_term.career_category.default.yml new file mode 100644 index 000000000..6ed190ad6 --- /dev/null +++ b/config/core.entity_view_display.taxonomy_term.career_category.default.yml @@ -0,0 +1,24 @@ +uuid: fef95ead-4c02-40c3-b873-87b5dd8a5d4b +langcode: en +status: true +dependencies: + config: + - field.field.taxonomy_term.career_category.field_example_job_posting + - taxonomy.vocabulary.career_category + module: + - text +id: taxonomy_term.career_category.default +targetEntityType: taxonomy_term +bundle: career_category +mode: default +content: + description: + type: text_default + label: hidden + settings: { } + third_party_settings: { } + weight: 0 + region: content +hidden: + field_example_job_posting: true + langcode: true diff --git a/config/core.entity_view_display.taxonomy_term.job_type.default.yml b/config/core.entity_view_display.taxonomy_term.job_type.default.yml new file mode 100644 index 000000000..5a858a6b7 --- /dev/null +++ b/config/core.entity_view_display.taxonomy_term.job_type.default.yml @@ -0,0 +1,22 @@ +uuid: cb9d4999-507d-4dee-9269-ccd3f93c8245 +langcode: en +status: true +dependencies: + config: + - taxonomy.vocabulary.job_type + module: + - text +id: taxonomy_term.job_type.default +targetEntityType: taxonomy_term +bundle: job_type +mode: default +content: + description: + type: text_default + label: hidden + settings: { } + third_party_settings: { } + weight: 0 + region: content +hidden: + langcode: true diff --git a/config/field.field.taxonomy_term.career_category.field_example_job_posting.yml b/config/field.field.taxonomy_term.career_category.field_example_job_posting.yml new file mode 100644 index 000000000..526b39e17 --- /dev/null +++ b/config/field.field.taxonomy_term.career_category.field_example_job_posting.yml @@ -0,0 +1,19 @@ +uuid: 20621feb-6d79-438c-8400-b094d6adea7b +langcode: en +status: true +dependencies: + config: + - field.storage.taxonomy_term.field_example_job_posting + - taxonomy.vocabulary.career_category +id: taxonomy_term.career_category.field_example_job_posting +field_name: field_example_job_posting +entity_type: taxonomy_term +bundle: career_category +label: 'Example job posting' +description: '' +required: false +translatable: false +default_value: { } +default_value_callback: '' +settings: { } +field_type: string_long diff --git a/config/field.storage.taxonomy_term.field_example_job_posting.yml b/config/field.storage.taxonomy_term.field_example_job_posting.yml new file mode 100644 index 000000000..4d30781fa --- /dev/null +++ b/config/field.storage.taxonomy_term.field_example_job_posting.yml @@ -0,0 +1,19 @@ +uuid: 54227357-8d35-4da4-ad1f-6a554c1a9fb6 +langcode: en +status: true +dependencies: + module: + - taxonomy +id: taxonomy_term.field_example_job_posting +field_name: field_example_job_posting +entity_type: taxonomy_term +type: string_long +settings: + case_sensitive: false +module: core +locked: false +cardinality: 1 +translatable: true +indexes: { } +persist_with_no_fields: false +custom_storage: false diff --git a/config/ocha_ai.settings.yml b/config/ocha_ai.settings.yml index 9079af562..5fe11379c 100644 --- a/config/ocha_ai.settings.yml +++ b/config/ocha_ai.settings.yml @@ -38,6 +38,17 @@ plugins: max_tokens: 8192 api_secret: REPLACE_WITH_SECRET role_arn: null + aws_bedrock_titan_embed_text_v2: + model: amazon.titan-embed-text-v2:0 + endpoint: '' + version: '' + region: null + api_key: null + batch_size: 1 + dimensions: 1024 + max_tokens: 8192 + api_secret: null + role_arn: null azure_openai: model: text-embedding-ada-002 endpoint: REPLACE_WITH_ENDPOINT diff --git a/config/ocha_ai_tag.settings.yml b/config/ocha_ai_tag.settings.yml index 4e33a6e94..2d2a4f50c 100644 --- a/config/ocha_ai_tag.settings.yml +++ b/config/ocha_ai_tag.settings.yml @@ -6,12 +6,8 @@ defaults: value: 'The process of posting jobs via ReliefWeb is now even smoother. The form now includes an automated function for the "career" and "themes" categories; fewer fields for users to fill and higher efficiency overall.' format: markdown_editor plugins: - completion: - plugin_id: aws_bedrock embedding: - plugin_id: aws_bedrock - source: - plugin_id: reliefweb + plugin_id: aws_bedrock_titan_embed_text_v2 text_extractor: application/pdf: plugin_id: mupdf @@ -19,3 +15,7 @@ defaults: plugin_id: token vector_store: plugin_id: elasticsearch + completion: + plugin_id: aws_bedrock + source: + plugin_id: reliefweb diff --git a/config/reliefweb_job_tagger.settings.yml b/config/reliefweb_job_tagger.settings.yml new file mode 100644 index 000000000..befeaa19f --- /dev/null +++ b/config/reliefweb_job_tagger.settings.yml @@ -0,0 +1 @@ +use_es: true diff --git a/config/seckit.settings.yml b/config/seckit.settings.yml index 46f75d1ea..7a5b72a4b 100644 --- a/config/seckit.settings.yml +++ b/config/seckit.settings.yml @@ -8,16 +8,16 @@ seckit_xss: webkit: false report-only: false default-src: "'self'" - script-src: "'self' 'unsafe-inline' 'unsafe-eval' fonts.googleapis.com www.gstatic.com https://*.google.com https://*.googletagmanager.com *.google-analytics.com" + script-src: "'self' 'unsafe-inline' fonts.googleapis.com www.gstatic.com https://*.google.com https://*.googletagmanager.com *.google-analytics.com https://tagmanager.google.com https://www.googleadservices.com https://googleads.g.doubleclick.net" object-src: "'none'" - style-src: "'self' 'unsafe-inline' fonts.googleapis.com" + style-src: "'self' 'unsafe-inline' https://googletagmanager.com https://tagmanager.google.com fonts.googleapis.com" img-src: "'self' data: https://*" media-src: "'none'" - frame-src: "'self' https://*.mapbox.com https://www.youtube.com https://youtu.be" + frame-src: "'self' https://www.googletagmanager.com https://bid.g.doubleclick.net https://td.doubleclick.net https://*.mapbox.com https://www.youtube.com https://youtu.be" frame-ancestors: "'self'" child-src: "'self' blob: https:" font-src: "'self' data: fonts.gstatic.com" - connect-src: "'self' https://api.reliefweb.int https://*.google-analytics.com https://analytics.google.com https://*.analytics.google.com https://*.googletagmanager.com" + connect-src: "'self' https://*" report-uri: /report-csp-violation upgrade-req: true policy-uri: '' diff --git a/html/modules/custom/reliefweb_job_tagger/config/install/reliefweb_job_tagger.settings.yml b/html/modules/custom/reliefweb_job_tagger/config/install/reliefweb_job_tagger.settings.yml new file mode 100644 index 000000000..befeaa19f --- /dev/null +++ b/html/modules/custom/reliefweb_job_tagger/config/install/reliefweb_job_tagger.settings.yml @@ -0,0 +1 @@ +use_es: true diff --git a/html/modules/custom/reliefweb_job_tagger/reliefweb_job_tagger.permissions.yml b/html/modules/custom/reliefweb_job_tagger/reliefweb_job_tagger.permissions.yml index eb8371a20..00fcf48ce 100644 --- a/html/modules/custom/reliefweb_job_tagger/reliefweb_job_tagger.permissions.yml +++ b/html/modules/custom/reliefweb_job_tagger/reliefweb_job_tagger.permissions.yml @@ -5,3 +5,7 @@ enforce ocha ai job tag: bypass ocha ai job tag: title: 'Bypass OCHA AI Job tag' description: 'Allow users to ignore Access OCHA AI Chat advanced features.' + +test ocha ai job tag: + title: 'Test OCHA AI Job tag' + description: 'Allow users to use a form to test job tagging.' diff --git a/html/modules/custom/reliefweb_job_tagger/reliefweb_job_tagger.routing.yml b/html/modules/custom/reliefweb_job_tagger/reliefweb_job_tagger.routing.yml new file mode 100644 index 000000000..bb337e1a7 --- /dev/null +++ b/html/modules/custom/reliefweb_job_tagger/reliefweb_job_tagger.routing.yml @@ -0,0 +1,7 @@ +test_ocha_ai_job_tag: + path: '/admin/test-job-tagger' + defaults: + _form: '\Drupal\reliefweb_job_tagger\Form\RwJobTagger' + _title: 'Test job tagger' + requirements: + _permission: 'test ocha ai job tag' diff --git a/html/modules/custom/reliefweb_job_tagger/src/Form/RwJobTagger.php b/html/modules/custom/reliefweb_job_tagger/src/Form/RwJobTagger.php new file mode 100644 index 000000000..d4659e4d2 --- /dev/null +++ b/html/modules/custom/reliefweb_job_tagger/src/Form/RwJobTagger.php @@ -0,0 +1,520 @@ +get('entity_type.manager'), + $container->get('ocha_ai_tag.tagger'), + $container->get('http_client'), + ); + } + + /** + * {@inheritdoc} + */ + public function buildForm(array $form, FormStateInterface $form_state, ?bool $popup = NULL): array { + $intro = [ + 'On this page you can test how the AI Job Tagger will classify jobs, based on the key phrases defined for each career category.', + '', + '## Steps', + '1. Select one or more URL\s', + '2. Adapt the key phrases', + '3. Analyze the jobs', + '4. Review you the feedback', + '5. Adapt the key phrases (if needed)', + '', + 'Keep in mind that all changes will **NOT** be saved.', + ]; + $form['intro'] = [ + '#type' => 'processed_text', + '#text' => implode("\n", $intro), + '#format' => 'markdown', + ]; + + if ($feedback = $form_state->get('feedback')) { + $form['feedback'] = [ + '#type' => 'table', + '#header' => [ + $this->t('Url'), + $this->t('Career category'), + $this->t('Feedback (AI)'), + $this->t('Feedback (ES)'), + $this->t('Info'), + ], + ]; + + foreach ($feedback as $url => $data) { + $form['feedback'][$url]['url'] = [ + '#markup' => $url, + ]; + + $form['feedback'][$url]['category'] = [ + '#markup' => $data['category'], + ]; + + $form['feedback'][$url]['feedback'] = [ + '#type' => 'processed_text', + '#text' => $data['feedback'], + '#format' => 'markdown', + ]; + + $form['feedback'][$url]['es_feedback'] = [ + '#type' => 'processed_text', + '#text' => $data['es_feedback'], + '#format' => 'markdown', + ]; + + $form['feedback'][$url]['info'] = [ + '#type' => 'processed_text', + '#text' => $data['info'], + '#format' => 'markdown', + ]; + } + } + + $form['urls'] = [ + '#type' => 'textarea', + '#title' => $this->t('Job Urls'), + '#description' => $this->t('Enter one or more Urls to job postings.'), + '#required' => TRUE, + ]; + + $form['definitions'] = [ + '#type' => 'table', + '#header' => [ + $this->t('Career category'), + $this->t('Key phrases'), + ], + ]; + + $definitions = $form_state->get('definitions') ?? []; + if (empty($definitions)) { + $terms = $this->entityTypeManager->getStorage('taxonomy_term')->loadByProperties([ + 'status' => 1, + 'vid' => 'career_category', + ]); + + /** @var \Drupal\taxonomy\Entity\Term $term */ + foreach ($terms as $term) { + $definitions[$term->id()] = [ + 'name' => $term->getName(), + 'definition' => $term->get('field_example_job_posting')->value ?? $term->getDescription() ?? $term->getName(), + ]; + } + } + + foreach ($definitions as $id => $definition) { + $form['definitions'][$id]['name'] = [ + '#type' => 'textfield', + '#title' => $this->t('Name'), + '#title_display' => 'hidden', + '#required' => TRUE, + '#value' => $definition['name'], + '#disabled' => TRUE, + '#atttibutes' => [ + 'disabled' => 'disabled', + 'readonly' => 'readonly', + ], + ]; + $form['definitions'][$id]['definition'] = [ + '#type' => 'textarea', + '#title' => $this->t('Definition'), + '#title_display' => 'hidden', + '#required' => TRUE, + '#value' => $definition['definition'], + ]; + } + + $form['submit'] = [ + '#type' => 'submit', + '#value' => $this->t('Analyze jobs'), + ]; + + return $form; + } + + /** + * {@inheritdoc} + */ + public function submitForm(array &$form, FormStateInterface $form_state): void { + $api_fields = [ + 'career_categories' => 'career_category', + ]; + + $definitions = $form_state->getValue('definitions', []); + $form_state->set('definitions', $definitions); + $this->setTermMapping($definitions); + + $results = []; + $urls = $form_state->getValue('urls', ''); + $urls = explode("\n", $urls); + + foreach ($urls as $url) { + $url = trim($url); + $path = parse_url($url, PHP_URL_PATH); + $parts = explode('/', $path); + + if (!isset($parts[2]) || !is_numeric($parts[2])) { + $results[$url] = [ + 'category' => '', + 'feedback' => 'Skipped, use URL like https://reliefweb.int/job/4064890/country-director-haiti', + ]; + continue; + } + + $nid = $parts[2]; + /** @var \Drupal\node\Entity\Node $node */ + $node = $this->entityTypeManager->getStorage('node')->load($nid); + if (!$node) { + $results[$url] = [ + 'category' => '', + 'feedback' => 'Skipped, unable to load', + ]; + continue; + } + + $info = []; + + // Get field data. + $categories = $node->get('field_career_categories')->referencedEntities(); + $category = ''; + if ($categories) { + $category = $categories[0]->label(); + } + + // Get ES feedback. + $es = $this->getMostRelevantTermsFromEs('jobs', $node->id(), $api_fields, 50); + $es = $es['career_category'] ?? []; + + $es_first = ''; + $ai_first = ''; + $es_feedback = ''; + + if (!empty($es) && isset($es)) { + $es_feedback = $this->setAiFeedback($es); + $es_first = array_key_first($es); + $first = reset($es); + if ($first > .70) { + $info[] = '- High ES confidence, skip AI'; + } + elseif ($first > .50) { + $info[] = '- Average ES confidence'; + } + } + + // Get AI feedback. + $text = $node->getTitle() . "\n\n" . $node->get('body')->value; + $ai = $this->processDoc($text, $definitions); + $ai_first = array_key_first($ai); + + if ($ai_first == $es_first) { + $info[] = '- AI and ES agree'; + } + + $intersect = array_intersect_key($es, $ai); + if (!empty($intersect)) { + // Multiple confidence levels. + $mult = []; + foreach (array_keys($ai) as $key) { + if (array_key_exists($key, $es)) { + $mult[$key] = $ai[$key] * $es[$key] * 100; + } + } + arsort($mult); + $info[] = '- First in common: ' . array_key_first($mult); + } + + $results[$url] = [ + 'category' => $category, + 'feedback' => $this->setAiFeedback($ai, 10), + 'es_feedback' => $es_feedback, + 'info' => implode("\n", $info), + ]; + } + + $form_state->set('feedback', $results); + $form_state->setRebuild(TRUE); + } + + /** + * {@inheritdoc} + */ + public function getFormId(): string { + return 'rw_job_tagger'; + } + + /** + * Set term mapping. + */ + protected function setTermMapping(array $definitions) : void { + $mapping = [ + 'career_category' => [], + ]; + + foreach ($definitions as $definition) { + $mapping['career_category'][$definition['name']] = $definition['definition']; + } + + $term_cache_tags = []; + + $this->ochaTagger + ->setVocabularies($mapping, $term_cache_tags) + ->clearCache(); + } + + /** + * Analyze document. + */ + protected function processDoc(string $text) : array { + $data = $this->ochaTagger + ->tag($text, [OchaAiTagTagger::CALCULATION_METHOD_MEAN_WITH_CUTOFF], OchaAiTagTagger::AVERAGE_FULL_AVERAGE); + + $data = $data[OchaAiTagTagger::AVERAGE_FULL_AVERAGE][OchaAiTagTagger::CALCULATION_METHOD_MEAN_WITH_CUTOFF]; + + return $data['career_category'] ?? []; + } + + /** + * Construct AI feedback message. + */ + protected function setAiFeedback($data, $limit = 5) { + $message = []; + + // Max n items. + $items = array_slice($data, 0, $limit); + + foreach ($items as $key => $confidence) { + $message[] = '- ' . $key . ': ' . floor(100 * $confidence) . '%' . "\n"; + } + + return implode('', $message); + } + + /** + * Generate a list of terms sorted by relevance to a document. + * + * We retrieve a list of the most similar documents using a "more like this" + * query on the Elasticsearch index, extract the terms from the documents + * and sort them using the "similarity" score from the "more like this" query. + * + * @param string $resource + * The API resource. + * @param int|array $document + * Either the document ID if the document is already indexed or an + * associative array with the document's title and description. + * @param array $fields + * Associative array with the vocabularies to retrieve keyed by the + * corresponding Elasticsearch fields. + * @param int $limit + * Maxium number of similar documents to retrieve. Defaults to 10. + * @param array $parameters + * Parameters for the more like this query. + * + * @return array + * Associative array keyed by vocabulary with maps of term to relevance as + * values. + */ + public function getMostRelevantTermsFromEs( + string $resource, + int|array $document, + array $fields, + int $limit = 10, + // This can be adjusted but seems to give good results. + array $parameters = [ + 'min_term_freq' => 3, + 'min_word_length' => 4, + 'min_doc_freq' => 4, + 'max_query_terms' => 40, + 'boost_terms' => 10, + 'minimum_should_match' => '60%', + ], + ): array { + $index = $this->config('reliefweb_api.settings')->get('base_index_name') . '_' . $resource; + $url = $this->config('reliefweb_api.settings')->get('elasticsearch') . '/' . $index . '/_search'; + + // If the document is indexed, we can simply use it's ID. + if (is_int($document)) { + $entity_id = (int) $document; + $like = [ + '_id' => $entity_id, + ]; + + // This filter is either the given document or published or expired + // documents. This ensures the given document is returned so we can + // normalize the scores. + $filter = [ + [ + 'bool' => [ + 'should' => [ + [ + 'term' => [ + 'id' => $document, + ], + ], + [ + 'terms' => [ + 'status' => ['published', 'expired'], + ], + ], + ], + ], + ], + ]; + } + // Otherwise we pass the title and body and let Elasticsearch analyze those + // as if they were to be indexed. + elseif (isset($document['id'], $document['title'], $document['body'])) { + $entity_id = (int) $document['id']; + $like = [ + 'doc' => [ + 'id' => $entity_id, + 'title' => $document['title'], + 'body' => $document['body'], + 'status' => 'published', + ], + ]; + + // Here, we can only filter on the published/expired documents. + $filter = [ + [ + 'terms' => [ + 'status' => ['published', 'expired'], + ], + ], + ]; + } + else { + return []; + } + + $payload = [ + 'query' => [ + 'bool' => [ + 'must' => [ + [ + 'more_like_this' => [ + // Only compare the title and body. We could extend that to + // include the source etc. but that's more similar to the data + // used for the embeddings comparison. + 'fields' => ['title', 'body'], + 'like' => [ + [ + '_index' => $index, + ] + $like, + ], + // This is important: Elasticsearch returns scores that relative + // to the current search query so to have some comparable we + // need to normalize the scores. With the following parameter, + // the document is included in the results (= the first item in + // the results with the higher score). We can then use this max + // score to normalize the other scores. + 'include' => TRUE, + ] + $parameters, + ], + ], + // We can only filter on the status. The reviewer user ID is not in + // the API so we cannot limit to similar documents reviewed by + // editors. That means the list of similar documents may include + // documents from trusted users with possibly less correct term + // selection. + 'filter' => $filter, + ], + ], + '_source' => array_merge(['id'], array_keys($fields)), + // The document to compare is included so we increase the limit by 1 to + // account for that. + 'size' => $limit + 1, + ]; + + try { + $response = $this->httpClient->post($url, [ + 'json' => $payload, + ]); + } + catch (\Exception $exception) { + $this->logger('reliefweb_job_tagger')->error($exception->getMessage()); + return []; + } + + if ($response->getStatusCode() !== 200) { + $this->logger('reliefweb_job_tagger')->error($response->getStatusCode() . ': ' . ($response->getBody()?->getContents() ?? '')); + return []; + } + + $data = json_decode($response->getBody()->getContents(), TRUE); + if (empty($data['hits']['hits'])) { + $this->logger('reliefweb_job_tagger')->warning('No hits found.'); + return []; + } + + // Aggregate the scores for each term of each vocabulary. + $max_score = 0; + $vocabularies = []; + foreach ($data['hits']['hits'] as $item) { + $source = $item['_source']; + $score = $item['_score']; + $id = (int) $source['id']; + + if ($score > $max_score) { + $max_score = $score; + } + + // Skip the original document because it's only included to normalize the + // similarity scores of the other documents. + if ($id === $entity_id) { + continue; + } + + // Aggregate the scores for each term of each vocabulary. + foreach ($fields as $field => $vocabulary) { + $terms = []; + if (!empty($source[$field])) { + foreach ($source[$field] as $term) { + $vocabularies[$vocabulary][$term['name']][] = $score; + } + } + } + } + + if (empty($vocabularies)) { + return []; + } + + // Calculate the nornmalized mean of the scores for each term. + foreach ($vocabularies as $vocabulary => $terms) { + foreach ($terms as $term => $scores) { + $vocabularies[$vocabulary][$term] = array_sum($scores) / $max_score / count($scores); + } + // Sort the terms by relevance. + arsort($vocabularies[$vocabulary]); + } + + return $vocabularies; + } + +} diff --git a/html/modules/custom/reliefweb_job_tagger/src/Plugin/QueueWorker/OchaAiJobTagTaggerWorker.php b/html/modules/custom/reliefweb_job_tagger/src/Plugin/QueueWorker/OchaAiJobTagTaggerWorker.php index 3a33a101f..1f968c7aa 100644 --- a/html/modules/custom/reliefweb_job_tagger/src/Plugin/QueueWorker/OchaAiJobTagTaggerWorker.php +++ b/html/modules/custom/reliefweb_job_tagger/src/Plugin/QueueWorker/OchaAiJobTagTaggerWorker.php @@ -2,12 +2,14 @@ namespace Drupal\reliefweb_job_tagger\Plugin\QueueWorker; +use Drupal\Core\Config\ConfigFactoryInterface; use Drupal\Core\Entity\EntityTypeManagerInterface; use Drupal\Core\Logger\LoggerChannelFactoryInterface; use Drupal\Core\Logger\LoggerChannelInterface; use Drupal\Core\Plugin\ContainerFactoryPluginInterface; use Drupal\Core\Queue\QueueWorkerBase; use Drupal\ocha_ai_tag\Services\OchaAiTagTagger; +use GuzzleHttp\ClientInterface; use Symfony\Component\DependencyInjection\ContainerInterface; /** @@ -42,14 +44,39 @@ class OchaAiJobTagTaggerWorker extends QueueWorkerBase implements ContainerFacto */ protected LoggerChannelInterface $logger; + /** + * HTTP client. + * + * @var \GuzzleHttp\ClientInterface + */ + protected ClientInterface $httpClient; + + /** + * The config factory. + * + * @var \Drupal\Core\Config\ConfigFactoryInterface + */ + protected ConfigFactoryInterface $configFactory; + /** * {@inheritdoc} */ - public function __construct(array $configuration, $plugin_id, $plugin_definition, EntityTypeManagerInterface $entity_type_manager, OchaAiTagTagger $job_tagger, LoggerChannelFactoryInterface $logger_factory) { + public function __construct( + array $configuration, + $plugin_id, + $plugin_definition, + EntityTypeManagerInterface $entity_type_manager, + OchaAiTagTagger $job_tagger, + LoggerChannelFactoryInterface $logger_factory, + ClientInterface $http_client, + ConfigFactoryInterface $config_factory, + ) { parent::__construct($configuration, $plugin_id, $plugin_definition); $this->entityTypeManager = $entity_type_manager; $this->jobTagger = $job_tagger; $this->logger = $logger_factory->get('reliefweb_job_tagger'); + $this->httpClient = $http_client; + $this->configFactory = $config_factory; } /** @@ -63,6 +90,8 @@ public static function create(ContainerInterface $container, array $configuratio $container->get('entity_type.manager'), $container->get('ocha_ai_tag.tagger'), $container->get('logger.factory'), + $container->get('http_client'), + $container->get('config.factory'), ); } @@ -121,7 +150,12 @@ public function processItem($data) { ]); /** @var \Drupal\taxonomy\Entity\Term $term */ foreach ($terms as $term) { - $mapping[$vocabulary][$term->getName()] = $term->getDescription() ?? $term->getName(); + if ($term->hasField('field_example_job_posting')) { + $mapping[$vocabulary][$term->getName()] = $term->get('field_example_job_posting')->value ?? $term->getDescription() ?? $term->getName(); + } + else { + $mapping[$vocabulary][$term->getName()] = $term->getDescription() ?? $term->getName(); + } $term_cache_tags = array_merge($term_cache_tags, $term->getCacheTags()); } } @@ -156,11 +190,51 @@ public function processItem($data) { $needs_save = FALSE; if (isset($data['career_category']) && $node->field_career_categories->isEmpty()) { - $term = $this->getRelevantTerm('career_category', $data['career_category'], 1); - $message[] = $this->setAiFeedback('Career category', $data['career_category'], [$term]); + $ai_term = $this->getRelevantTerm('career_category', $data['career_category'], 1); + $message[] = $this->setAiFeedback('Career category (AI)', $data['career_category'], [$ai_term]); - $node->set('field_career_categories', $term); + $node->set('field_career_categories', $ai_term); $needs_save = TRUE; + + $use_es = $this->configFactory->get('reliefweb_job_tagger.settings')->get('use_es', FALSE); + if ($use_es) { + // Get ES feedback. + $api_fields = [ + 'career_categories' => 'career_category', + ]; + $es = $this->getMostRelevantTermsFromEs('jobs', $node->id(), $api_fields, 50); + $es = $es['career_category'] ?? []; + + $es_term = $this->getRelevantTerm('career_category', $es, 1); + $message[] = $this->setAiFeedback('Career category (ES)', $es, [$es_term]); + + // Combine both AI and ES. This gives, most of the time, a more accurate + // result. + $ai = $data['career_category']; + $intersect = array_intersect_key($es, $ai); + if (!empty($intersect)) { + // Multiple confidence levels. + $mult = []; + foreach (array_keys($ai) as $key) { + if (array_key_exists($key, $es)) { + $mult[$key] = $ai[$key] * $es[$key]; + } + } + arsort($mult); + + $mult_term = $this->getRelevantTerm('career_category', $mult, 1); + array_unshift($message, $this->setAiFeedback('Career category', $mult, [$mult_term])); + + $node->set('field_career_categories', $mult_term); + $needs_save = TRUE; + } + // Use the results of the AI only if there are no results from ES so + // that there is at least consistent feedback (the 3 sections) for the + // editors. + else { + array_unshift($message, $this->setAiFeedback('Career category', $ai, [$ai_term])); + } + } } if (isset($data['theme']) && $node->field_theme->isEmpty()) { @@ -216,6 +290,10 @@ protected function getTopNumTerms($terms, $limit) { * Get relevant terms. */ protected function getRelevantTerm($vocabulary, $data, $limit) { + if (empty($data)) { + return $limit === 1 ? NULL : []; + } + $storage = $this->entityTypeManager->getStorage('taxonomy_term'); $items = $this->getTopNumTerms($data, $limit); @@ -235,6 +313,28 @@ protected function setAiFeedback($title, $data, $terms, $limit = 5) { $message = []; $message[] = '**' . $title . '**:' . "\n\n"; + if (empty($data)) { + $message[] = "*No results.*\n"; + return implode('', $message); + } + + // Normalize the data. This will result in the most relevant term having + // a score of 1. The scores otherwise don't mean much. + // For the AI, it's the similarity between the term description and the job, + // which will always be fairly low since the job's content contains much + // more info than just the term description's content. For Elasticsearch, + // it's not really a similarity score, more a score for the relevance of a + // document to the query. + // So they can not be directly represented as a percentage of confidence. + // Maybe, instead of showing a numeric score, it would better to use + // descriptive labels like "best match" or tiered categories like "highly + // relevant". + $min = min($data); + $max = max($data); + foreach ($data as $key => $item) { + $data[$key] = ($data[$key] - $min) / ($max - $min); + } + // Max 5 items. $items = array_slice($data, 0, $limit); @@ -258,4 +358,217 @@ function ($term) { return implode('', $message); } + /** + * Generate a list of terms sorted by relevance to a document. + * + * We retrieve a list of the most similar documents using a "more like this" + * query on the Elasticsearch index, extract the terms from the documents + * and sort them using the "similarity" score from the "more like this" query. + * + * @param string $resource + * The API resource. + * @param int|array $document + * Either the document ID if the document is already indexed or an + * associative array with the document's title and description. + * @param array $fields + * Associative array with the vocabularies to retrieve keyed by the + * corresponding Elasticsearch fields. + * @param int $limit + * Maxium number of similar documents to retrieve. Defaults to 10. + * @param array $parameters + * Parameters for the more like this query. + * + * @return array + * Associative array keyed by vocabulary with maps of term to relevance as + * values. + */ + public function getMostRelevantTermsFromEs( + string $resource, + int|array $document, + array $fields, + int $limit = 10, + // This can be adjusted but seems to give good results. + array $parameters = [ + 'min_term_freq' => 3, + 'min_word_length' => 4, + 'min_doc_freq' => 4, + 'max_query_terms' => 40, + 'boost_terms' => 10, + 'minimum_should_match' => '60%', + ], + ): array { + $index = $this->configFactory->get('reliefweb_api.settings')->get('base_index_name') . '_' . $resource; + $url = $this->configFactory->get('reliefweb_api.settings')->get('elasticsearch') . '/' . $index . '/_search'; + + // If the document is indexed, we can simply use it's ID. + if (is_int($document)) { + $entity_id = (int) $document; + $like = [ + '_id' => $entity_id, + ]; + + // This filter is either the given document or published or expired + // documents. This ensures the given document is returned so we can + // normalize the scores. + $filter = [ + [ + 'bool' => [ + 'should' => [ + [ + 'term' => [ + 'id' => $document, + ], + ], + [ + 'terms' => [ + 'status' => ['published', 'expired'], + ], + ], + ], + ], + ], + ]; + } + // Otherwise we pass the title and body and let Elasticsearch analyze those + // as if they were to be indexed. + elseif (isset($document['id'], $document['title'], $document['body'])) { + $entity_id = (int) $document['id']; + $like = [ + 'doc' => [ + 'id' => $entity_id, + 'title' => $document['title'], + 'body' => $document['body'], + 'status' => 'published', + ], + ]; + + // Here, we can only filter on the published/expired documents. + $filter = [ + [ + 'terms' => [ + 'status' => ['published', 'expired'], + ], + ], + ]; + } + else { + return []; + } + + $payload = [ + 'query' => [ + 'bool' => [ + 'must' => [ + [ + 'more_like_this' => [ + // Only compare the title and body. We could extend that to + // include the source etc. but that's more similar to the data + // used for the embeddings comparison. + 'fields' => ['title', 'body'], + 'like' => [ + [ + '_index' => $index, + ] + $like, + ], + // This is important: Elasticsearch returns scores that relative + // to the current search query so to have some comparable we + // need to normalize the scores. With the following parameter, + // the document is included in the results (= the first item in + // the results with the higher score). We can then use this max + // score to normalize the other scores. + 'include' => TRUE, + ] + $parameters, + ], + ], + // We can only filter on the status. The reviewer user ID is not in + // the API so we cannot limit to similar documents reviewed by + // editors. That means the list of similar documents may include + // documents from trusted users with possibly less correct term + // selection. + 'filter' => $filter, + ], + ], + '_source' => array_merge(['id'], array_keys($fields)), + // The document to compare is included so we increase the limit by 1 to + // account for that. + 'size' => $limit + 1, + ]; + + try { + $response = $this->httpClient->post($url, [ + 'json' => $payload, + ]); + } + catch (\Exception $exception) { + $this->logger->error(strtr('ES similarity for @id. Exception: @error', [ + '@id' => $entity_id, + '@error' => $exception->getMessage(), + ])); + return []; + } + + if ($response->getStatusCode() !== 200) { + $this->logger->error(strtr('ES similarity for @id. Failure: @error', [ + '@id' => $entity_id, + '@error' => $response->getStatusCode() . ': ' . ($response->getBody()?->getContents() ?? ''), + ])); + return []; + } + + $data = json_decode($response->getBody()->getContents(), TRUE); + if (empty($data['hits']['hits'])) { + $this->logger->warning(strtr('ES similarity for @id. No hits found.', [ + '@id' => $entity_id, + ])); + return []; + } + + // Aggregate the scores for each term of each vocabulary. + $max_score = 0; + $vocabularies = []; + foreach ($data['hits']['hits'] as $item) { + $source = $item['_source']; + $score = $item['_score']; + $id = (int) $source['id']; + + if ($score > $max_score) { + $max_score = $score; + } + + // Skip the original document because it's only included to normalize the + // similarity scores of the other documents. + if ($id === $entity_id) { + continue; + } + + // Aggregate the scores for each term of each vocabulary. + foreach ($fields as $field => $vocabulary) { + $terms = []; + if (!empty($source[$field])) { + foreach ($source[$field] as $term) { + $vocabularies[$vocabulary][$term['name']][] = $score; + } + } + } + } + + if (empty($vocabularies)) { + $this->logger->notice(strtr('ES similarity for @id. No similar documents found.', [ + '@id' => $entity_id, + ])); + return []; + } + + // Calculate the nornmalized mean of the scores for each term. + foreach ($vocabularies as $vocabulary => $terms) { + foreach ($terms as $term => $scores) { + $vocabularies[$vocabulary][$term] = array_sum($scores) / $max_score / count($scores); + } + // Sort the terms by relevance. + arsort($vocabularies[$vocabulary]); + } + + return $vocabularies; + } + } diff --git a/html/themes/custom/common_design_subtheme/package-lock.json b/html/themes/custom/common_design_subtheme/package-lock.json index 30b10abb5..c2c1475c2 100644 --- a/html/themes/custom/common_design_subtheme/package-lock.json +++ b/html/themes/custom/common_design_subtheme/package-lock.json @@ -11,7 +11,7 @@ "devDependencies": { "@babel/preset-env": "^7.23.9", "@xmldom/xmldom": "^0.8.4", - "babel-jest": "^26.6.3", + "babel-jest": "^29.7.0", "core-js": "^3.20.0", "css-what": ">=5.0.1", "eslint": "^7.23.0", @@ -322,64 +322,6 @@ "node": ">=6.9.0" } }, - "node_modules/@babel/helper-define-polyfill-provider/node_modules/browserslist": { - "version": "4.23.0", - "resolved": "https://registry.npmjs.org/browserslist/-/browserslist-4.23.0.tgz", - "integrity": "sha512-QW8HiM1shhT2GuzkvklfjcKDiWFXHOeFCIA/huJPwHsslwcydgk7X+z2zXpEijP98UCY7HbubZt5J2Zgvf0CaQ==", - "dev": true, - "funding": [ - { - "type": "opencollective", - "url": "https://opencollective.com/browserslist" - }, - { - "type": "tidelift", - "url": "https://tidelift.com/funding/github/npm/browserslist" - }, - { - "type": "github", - "url": "https://github.com/sponsors/ai" - } - ], - "dependencies": { - "caniuse-lite": "^1.0.30001587", - "electron-to-chromium": "^1.4.668", - "node-releases": "^2.0.14", - "update-browserslist-db": "^1.0.13" - }, - "bin": { - "browserslist": "cli.js" - }, - "engines": { - "node": "^6 || ^7 || ^8 || ^9 || ^10 || ^11 || ^12 || >=13.7" - } - }, - "node_modules/@babel/helper-define-polyfill-provider/node_modules/caniuse-lite": { - "version": "1.0.30001591", - 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"babel-jest": "^26.6.3", + "babel-jest": "^29.7.0", "core-js": "^3.20.0", "css-what": ">=5.0.1", "eslint": "^7.23.0", diff --git a/jobtagger/4056746.txt b/jobtagger/4056746.txt new file mode 100644 index 000000000..a243cfa53 --- /dev/null +++ b/jobtagger/4056746.txt @@ -0,0 +1,50 @@ +ENGLISH + +VISUAL AND PERFORMING ARTS TEACHER - ADEN, YEMEN + +Department: Education +Area: Education +Location: Aden, Yemen +Supervisor: Education Officer +Contract: Fixed term (with possibility of extension) +Status: Full-Time +Compensation: 400 USD Monthly +Job description + +Still I Rise is an international NGO with a humanitarian mission to provide protection and quality education to refugee and displaced youth. We are opening our latest Academy in Aden, Yemen. Here, we are passionately engaged in one of the world’s most ambitious, unique and exciting educational projects: to offer the very highest quality of schooling experience to internally displaced and refugee youth in Yemen. + +We are now seeking an open-minded, thoughtful and creative visual and performing arts teacher to join our team. You will inspire and educate children using modern, student-centered techniques. To support you, we offer extensive professional development in a wide range of skills. + +We hire proactive educators who demonstrate genuine care for each child, a hunger to offer them the best, and an infectious passion for the curricular and extracurricular activities they lead. + +If you are a qualified teacher and this sounds like a challenge which suits you, we warmly invite you to apply! + +KEY RESPONSIBILITIES: + +Plan, deliver and facilitate dynamic, active, and creative visual and performing arts lessons for diverse classes of students aged 10-15. Create enhanced opportunities for real-life applications of concepts using available resources and project based learning. +Review and monitor the progress of all students and identify their individual learning needs. Differentiate instruction to meet those needs of the students, providing extra support to those students who are below grade level. +Sensitively and appropriately provide pastoral care to our students from disadvantaged backgrounds. Handle urgent situations with consummate professionalism and in accordance with our Discipline Policy and Safeguarding Policy, utilizing the school’s support network as necessary. +Conduct regular formative and summative assessments, recording and reporting grades and performance. +Attend and participate in regular professional development activities. +Help our school excel with your participation and leadership in community engagement, competitions, school trips and other activities. +Contribute to the development and leadership of our extracurricular programmes. +Under the supervision of the Education Officer, provide feedback on quality and wellbeing to ensure programmes are designed, implemented, monitored, and evaluated to maximize positive impact on vulnerable children. +ESSENTIAL CRITERIA + +Be ambitious, brave and caring: the three core values of our school. +Academic or Professional Certificates; +Completion of Background check; +Bachelor’s degree in arts, Education or related field or equivalent training and experience; +At least two years of teaching experience; +Competent ICT skills; +Excellent interpersonal, communication and organisational skills; +Ability to mentor students on a daily basis; +Resilience in a challenging and changing environment; +The curiosity and willingness to develop and practice modern teaching techniques; +Determined team player. +DESIRABLE CRITERIA + +Experience teaching remedial-level students +Experience working with Internally Displaced People +Experience working with vulnerable people +Experience in Child Safeguarding and Protection diff --git a/jobtagger/4057645.txt b/jobtagger/4057645.txt new file mode 100644 index 000000000..9197590eb --- /dev/null +++ b/jobtagger/4057645.txt @@ -0,0 +1,95 @@ +1. Background +The Asset and Fleet Management Section provides safe, professional, and cost-effective fleet management services and solutions to support optimum program delivery. We are committed to provide practical guidance to field operations on the operation and management of UNHCR vehicles, support humanitarian civil servants working with UNHCR vehicles and fleet operations, while delivering the Organization’s mandate of providing protection to forcibly displaced and stateless people. +The Asset and Fleet Management Section adapts proactive management approach of UNHCR’s vehicle assets, which may include light vehicles, heavy vehicles, specialist vehicles and motorcycles. Fleet management covers a range of functions, including vehicle procurement and financing, vehicle maintenance, vehicles telematics (tracking and diagnostics), driver and personnel management, speed management, fuel management, and health and road safety management. +The section provides centralized fleet management model to UNHCR, empowering the Organization move beyond simply operating vehicles on a country-by-country and project-by-project basis to actively planning for optimizing vehicle fleet capacity composition and efficiency on a global scale. + +Context of Assignment: +UNHCR Smart Fleet is a program of the Asset and Fleet Management Section (AFMS) to optimise the management of vehicle fleets at UNHCR and partner organisations. It includes a range of innovative initiatives to help operations make more effective use of their fleet, ensuring that staff have the transportation they require, while generating savings that can be used to protect people forced to flee. In addition, optimising the use of the UNHCR fleet minimises the number of vehicles that are required and reduces total kilometres driven, helping to green the UNHCR vehicle fleet by reducing carbon emissions. Two key areas of the UNHCR Smart Fleet program through which these goals are achieved are ridesharing and carpooling. +Ridesharing ensures the efficient use of the UNHCR fleet by combining rides between staff members, so that passengers on the same or similar routes travel together in a single vehicle, reducing cost and CO2 emissions. In addition, the introduction of a technology platform modernises booking and dispatch processes, ensures visibility over fleet movements and provides the tools for effective data-driven decision making. +Another key area of UNHCR Smart Fleet is inter-agency carpooling, through which UNHCR operations collaborate with other UN agencies, funds and programs to share fleet, reducing both cost and CO2 emissions. Carpooling allows each participating organisation to maintain a smaller fleet, as they can rely on vehicles from other organisations during peak times. Organisations with large fleets can offset some of the costs of maintaining them by providing rides to passengers from other UN organisations on a cost-recovery basis. For smaller organisations with few or no vehicles, carpooling provides access to secure UN transportation with well-trained and vetted drivers, well-maintained vehicles and, where appropriate, satellite tracking technology to meet the needs of their staff. +As of Mar 2024, ridesharing and carpooling solutions have already been rolled out to 115 UNHCR offices across 21 operations and bureaus with more following every month. + +2. The position +The Asset and Fleet Management Section (AFMS) provides support and training to UNHCR operations that implement ridesharing and carpooling under the Smart Fleet program. The Assistant Transport Optimization Officer reports to the Project Manager for Carpooling and provides support for the Smart Fleet program. This includes providing support to UNHCR operations, liaising with technology platform vendors, analysing data from ridesharing and carpooling initiatives, preparing reports and working with operations to prepare for the implementation of Smart Fleet solutions. + +3. Duties and responsibilities + +The Assistant Transport Optimization Officer will undertake the following areas of responsibility. + +1. Provide support for UNHCR operations that implement Smart Fleet solutions. +Duties in this area include, but are not limited to, the following: +• Provide timely technical and operational support to UNHCR operations when approached with questions or issues relating to Smart Fleet solutions. +• Maintain records of issues with ridesharing and carpooling technology platforms, tracking them until resolution and providing regular feedback to affected operations. +• Maintain records of suggestions for improvement of Smart Fleet solutions and associated ridesharing and carpooling technology platforms. +• Collaborate with UNHCR operations and other involved organisations on the roll out of Smart Fleet solutions. +• Develop communications materials, such as slide decks, reports, pamphlets and user guides for internal and external stakeholders. +• Provide regular updates to UNHCR operations that implement Smart Fleet solutions on new developments and features or other areas of interest. +• Present Smart Fleet solutions to operations and other stakeholders. + +2. Liaising with technology vendors +UNHCR Smart Fleet initiatives are underpinned by technology platforms that support operations in optimising the usage of the UNHCR vehicle fleet. Duties in this area include, but are not limited to, the following: +• Providing a liaison between UNHCR operations, who often have limited technical knowledge, and software vendors to ensure the correct configuration of software platforms, request appropriate support, report issues, make suggestions for improvement and work with the vendors to ensure that the technology platforms effectively support UNHCR. +• Test new technology platform functionality to ensure that, as far as possible, it is bug free and effective before it is rolled out to UNHCR operations. +• Evaluate prospective technology platforms that may be of benefit to UNHCR operations. +• Prepare technical documentation, such as user guides, specifications documents and procurement documentation. + +3. Data analysis and reporting +Duties in this area include, but are not limited to, the following: +• Analysing data from technology platforms and other sources to provide insights into the usage of UNHCR fleet by operations. +• The preparation of reports required by UNHCR operations, the Project Manager for Carpooling, UNHCR senior management and other stakeholders. +• Other data analysis and reporting as required to support the Smart Fleet Program. + +4. Requirements +The successful candidate must have the following qualifications, professional experience and aptitudes: +• A bachelor’s degree in logistics, supply chain management, or a related business or technical discipline. +• At least 4 years of relevant experience (3 years with an advanced university degree) in the area of fleet management, supply, logistics or other business or technical field. +• Strong customer-orientated approach and understanding of the value of effective communication in maintaining long-term customer relationships. +• Strong communications skills and an ability to effectively communicate a message to different stakeholders through a variety of media, such as email, presentations, conference calls, documentation, etc. +• Experience of data analytics. +• Proficiency with Microsoft Office, including Outlook, Word, PowerPoint and Excel. +• Strong written and verbal English language skills. + +The following aptitudes and experience are desirable but not essential: + +• A higher degree in logistics, supply chain management, or a related business or technical discipline. +• Experience or qualifications in software development or testing. +• Experience of qualifications in project management. +• Experience with fleet management, ridesharing, carpooling or mobility technology solutions or operations. +• Experience in communications or marketing. +• Experience of developing technical documentation. +• Proficiency with Microsoft Visio and Microsoft Project. +• Proficiency in verbal or written French, Spanish or Arabic could be an asset. + +5. Location +The successful candidate will be based in Budapest, Hungary. + +6. Conditions +Supervisor: The Project Manager for Carpooling, Asset and Fleet Management Section (AFMS). + +Standard Job Description +Required Languages +, + +, + +Desired Languages +, + +, + +Additional Qualifications +Skills + +Education + +Certifications + +Work Experience + +Other information + +This position doesn't require a functional clearance + +Home-Based + +Non diff --git a/jobtagger/4058473.txt b/jobtagger/4058473.txt new file mode 100644 index 000000000..27fbdc550 --- /dev/null +++ b/jobtagger/4058473.txt @@ -0,0 +1,108 @@ +Médecins Sans Frontières, founded in 1971, is an international medical humanitarian organization that provides emergency medical assistance to people affected by conflict, epidemics, disasters or exclusion from health care. Our teams are made up of tens of thousands of medical professionals, logistics, administrative and various other professions, all guided by our medical ethics and our principles of impartiality, independence and neutrality. + +MSF WaCA, created in 2019, is the first MSF headquarters in Africa, and responds to the desire to reinvent the MSF movement after 50 years of humanitarian actions in the world, for more access to care, more reactivity and proactivity for greater medical coverage of affected populations in the world. + +Why join us? + +You are preparing to become a member of the MSF family, with over 50 years of emergency medical action that earned the Nobel Peace Prize in 1999. + +We are an inclusive organization that considers social and professional well-being a right for all and provides an environment that takes into account the diversity of each member. + +MSF WaCA claims an African anchorage that considers the local expertise with which it contributes in the implementation of its activities and makes each member, a key actor of the new dynamics of the humanitarian action in the world. + +We Are Looking for: LEGAL OFFICER + +Department: General Directorate + +Direct Manager: General Director + +Functional Manager: Intersectional Legal Department, 2 Unit Managers (Unit on HR and Duty of Care and Unit on Legal and Administrative Framework of Missions) + +Working %: 100% + +Position Based in: Based in Abidjan with recurring field mobility and visits in Europa + +Mobility: All WaCA’s Interventions Zones + +Type of Contract: Fixed-Term Renewable + +Position to be filled: 1st June 2024 + +Objectives + +Provide general legal support for the creation of the WaCA entity, as well as operations, in the following areas: + +- Social law and duty of care + +- Tax Law + +- Contracts law + +- Corporate law + +- Administrative procedures applicable to deploy operations (immigration, custom, medical authorizations…) + +- Brand and domain names + +- Insurance + +- Any other issue that generating administrative constraints for MSF WaCA + +Main responsibilities + +He/she will be in charge of the following responsibilities: + +- Identify legal issues, risks and questions facing MSF WACA and propose mitigation/contigency measures + +- Support MSF WaCA in identifying the applicable legal framework and anticipating related constraints/blockages + +- Legal Responsibility: Provide advice, including in litigation + +- Select external lawyers and establish a collaboration + +- Develop, update, and contribute to internal training + +- Build an internal database + +- Collect the legislative texts of the countries of the region and set up a legal monitoring system + +- Liaise with the intersection legal department and disseminate appropriate tools + +Job requirements +Education + +Master 2 degree in private or comparative law +Competencies + +Rigor, clarity and adaptability to different legal systems +Ability to research, analyze and write. +Ability to translate legal information into understandable language for operations +Autonomy, solution-oriented and strength of proposal. +Human and relational skills + +Commitment to MSF principles +Cultural sensitivity +Teamwork and cooperation +Professional experience required + +Minimum 3 years of professional experience in a law firm or legal department +Experience at the international level +Experience in MSF or in the humanitarian sector is an asset + +Languages Skills + +Working proficiency in English and French +Computer Skills + +MS Office suite (mainly MS Word, Excel and Powerpoint) +---------------------------------------------------------------------------------------------------------------------- + +MSF offers equal recruitment and development opportunities without any form of discrimination based on gender, religion, sexual orientation, ethnicity, geographical origin, physical disability or any other discriminatory ground. + +Female candidates who meet the requirements are strongly encouraged to apply. + +N.B.: This job description provides a framework for the main responsibilities and primary activities of the position. It is not exhaustive. Therefore, the responsibilities and activities of the position may differ from those described in this job description due to organizational and operational needs. + +Deadline: May, 15th 2024 18:00 GMT +Only shortlisted candidates will be contacted. + diff --git a/jobtagger/4058804.txt b/jobtagger/4058804.txt new file mode 100644 index 000000000..87c2a3fd1 --- /dev/null +++ b/jobtagger/4058804.txt @@ -0,0 +1,31 @@ +EMERGENCY is an international non-governmental organization, established in 1994 to provide free, high-quality medical and surgical care to victims of war, landmines and poverty, alongside promoting a culture of peace, solidarity and respect for human rights. EMERGENCY has treated over 11 million patients since its inception. The organization is currently active in Afghanistan, Iraq, Italy, Sierra Leone, Sudan and Uganda. EMERGENCY operates based on the premise that access to high-quality healthcare is a fundamental human right. The Salam Centre for Cardiac Surgery, in Khartoum, Soba Hilla, offers high quality and free of charge surgical care to children and adults suffering from acquired or congenital heart diseases. + +Reporting to: Physio Team Leader & Head Nurse + +Scope of the position: + +The Physiotherapist assists patients providing rehabilitative counselling and care pre and post-surgery. He/she is expected to know and apply Emergency protocols and guidelines. + +Tasks and responsibilities: + +Physiotherapist’s tasks and responsibilities include - but are not limited to - the ones listed below: + +Promoting an environment that enables patient’s safety, independence, quality of life, and health implementing all necessary actions such as infection control practices, bed sores prevention practices and maintaining high level of hygiene also ensuring physio material are properly stored and cleaned; +Undertaking a comprehensive and accurate assessment of patients in a variety of settings and a specific chest assessment; +Providing physio treatments to achieve identified outcomes and monitoring patients’ condition (both for in patients and out patients if needed); +Performing all the tasks related to the Physio Competence Framework, e.g. 6 minutes test, chest treatments and mobilization techniques; +Ensuring documentation/record keeping is accurate and physio chart is properly filled, maintaining confidentially of information +Providing pre-op counselling within the physio skill framework to all patients +Establishing, maintaining and concluding therapeutic interpersonal relationships with patient +Organizing daily group activities and aerobic training for autonomous patients +Collaborating with colleagues and members of the health care team (HCT) to facilitate care ensuring proper cooperation with other professional +Following the duty roasters and the organizational rules shared by the Team Leaders with particular focus on the respect of the shifts and the fulfilment of all the handover activities +Take part to all the training activities according to the training plan or to the guidelines given by the Team Leader/Head Nurse +Education & Required Skills + +Bachelor Degree in Physiotherapy. + +Good English knowledge and ability to work in an international Environment + +Good communication skills and the ability to deal with emotionally charged and pressured situations is essential. + diff --git a/jobtagger/4059164.txt b/jobtagger/4059164.txt new file mode 100644 index 000000000..aaf6944a3 --- /dev/null +++ b/jobtagger/4059164.txt @@ -0,0 +1,38 @@ +Job Highlights + +Be part of the United Nations (UN) related agency. +Dignified, orderly, and safe migration for the benefit of all. +Join our team and experience working with a social purpose. +Job Description + +Position Title: Recruitment and Social Media Assistant + +Reference Code: VN 056/2024 + +Job classification: G-5 + +Duty station: Manila (Global) Administrative Centre (MAC) + +Type of Appointment: One-year fixed-term with possibility of extension + +Salary: Php 799,973.00 per annum net of taxes + +Context + +Under the overall supervision of the Head of Recruitment Unit and the direct supervision of the National Human Resource Officer, the Recruitment and Social Media Assistant will assist on activities related to sourcing, attraction and recruitment marketing as well as applications screening for jobs in the professional category worldwide and all category at headquarters. + +Required Qualifications and Experience + +Education + +University degree in Human Resources Management, Business Administration or a related field from an accredited academic institution with three years of relevant experience; or +Completed High school / Secondary school education with five years of relevant experience. +Experience: + +Experience working in a multi-cultural setting an advantage. +High level of computer literacy, experience with HR IT systems and applications an advantage. +Experience with Oracle Recruiting is an advantage. +Experience with candidates sourcing and attraction techniques. +Demonstrated organizational and time management skills. +Outstanding verbal and written communication skills and ability to present ideas in a user-friendly language. +Ability to work independently as well as part of a team and to thrive in a fast-paced environment. diff --git a/jobtagger/4059225.txt b/jobtagger/4059225.txt new file mode 100644 index 000000000..45a640949 --- /dev/null +++ b/jobtagger/4059225.txt @@ -0,0 +1,66 @@ +Company Description + +Are you excited to work with a mission-driven organization tackling global challenges? If so, then SNV, wants you on our team! Join us as a Compensation & Benefits Analyst and play a key role in attracting and retaining top talent across our global network. + +fulltime, 40 hours a week +based in The Hague, the Netherlands +SNV is a mission-driven global development partner working in more than 20 countries across Africa and Asia. Building on 60 years of experience and grounded in the 2030 Agenda for Sustainable Development, we work on the core themes of gender equality and social inclusion, climate adaptation and mitigation, and strong institutions and effective governance. Together with our team of over 1,600 people, our mission is to strengthen capacities and catalyse partnerships that transform the agri-food, energy, and water systems, which enable sustainable and more equitable lives for all. + +Our core values of people-centeredness and respect, equity and equality, and diversity and inclusion, are fundamental to who we are, and what we do. This is reflected in our vision and mission, and strategy, which sets out our aspirations and commitments as our compass towards 2030. + +For more information on SNV, please refer to our website: www.snv.org + +Note: For this role you need to be eligible to work in the Netherlands. SNV cannot sponsor for a work visa. + +Job Description + +Empowering Talent for Global Impact: Join our Global People Team's journey + +Imagine a world where talented individuals from all over the globe are drawn to work that not only challenges them but also makes a real difference. A world where compensation reflects not just skills, but also the impact of the work being done. This is the world we're building at SNV. + +Our Global People Team, led by the Global Head of People, consists of 14 Global HR professionals and 20 country HR Advisors. We are restructuring to better support these goals. To become fit for purpose, we focus on five key themes: attracting top talent, developing leaders and a strong culture, developing employee skills, rewarding, and recognizing our amazing team, and fostering a safe, inclusive, and well-being-focused environment. + +Your impactful role at SNV: Compensation & Benefits Analyst + +Within this dynamic team, you will play an essential role as our Compensation & Benefits Analyst. You will support the development, implementation, and maintenance of fair and competitive compensation and benefits frameworks. These frameworks will attract and retain the best talent while recognizing local markets and practices. This ensures our global team is empowered to achieve incredible things. + +You will be part of our passionate Global Reward & Mobility Team, responsible for the Global framework on Reward & Mobility, and you will report to the Global Reward & Mobility Manager. Data analysis will be your superpower, allowing you to continuously improve our frameworks and ensure they remain competitive while reflecting the unique needs of our diverse workforce. + +You will be a central figure in designing, configuring, rolling out, and supporting our new HRIS system. This game-changer will streamline processes and empower country teams. Imagine collaborating with colleagues across 20+ countries, helping them translate local context into technology-enabled solutions while fostering a strong sense of community. + +In addition, you will directly support country HR teams with their reward structures, providing expert guidance on any C&B questions and issues that arise. You will analyze data and deliver analyses to support the development/enhancement of global compensation & benefits policies, processes, tools, and projects. + +You collaborate with a wide range of stakeholders, including Country HR, Finance, the IT/HRIS Team, external compensation survey providers, and regulatory bodies. This collaboration will enable you to gather market data, benchmark compensation practices, and stay updated on industry trends and best practices. + +In this role, your key responsibilities are: + +Global Compensation & Benefits Champion: Support the rollout and implementation of global Compensation & Benefits policies, processes, and tools in our countries. +Contribute to HR Systems Development: Co-create the design and implementation of a new HR Information System, including its reporting functionality. +Gather Market Intelligence: Gather and compile market data on compensation and benefits practices for all positions and countries, utilizing market data and salary survey information from national, regional, and local sources. +Support Data-Driven Decisions: Co-develop HR data metrics and reporting and provide analytical support to empower data-driven decision-making within the People team. +Global Remuneration Benchmarking: Facilitate the remuneration benchmarking process globally, liaising with external data providers and participating in salary surveys. +Trusted Compensation & Benefits Resource: Act as the first point of contact for country HR, managers, and other stakeholders on compensation & benefits questions. +Job House Development: Further develop and maintain the job house database by preparing job descriptions, job analyses, job evaluations, and job classifications. +Data Accuracy Advocate: Organize and maintain employee data, ensuring it is consistently accurate and up-to-date. +Building Your Network: Build and maintain a network in the Sector and stay up-to-date on market movements and trends. +Qualifications + +Your profile + +Bachelor's degree in HR, Finance, or a related field +3-5 years of experience in Finance, Compensation & Benefits, or a similar role +Proven ability to leverage quantitative and analytical skills to gather, interpret, and translate data into actionable insights and reports +Demonstrated experience developing, implementing, and maintaining HR policies and procedures +Strong understanding of HR metrics, reporting mechanisms, and best practices +Working knowledge of job evaluation and analysis methodologies +Familiarity with various incentive and benefit programs to attract and retain top talent +Extensive knowledge of HRIS, MS Office, and expertise in Excel +Thrives in a collaborative environment, fostering effective communication within diverse, international, and remote teams +Excellent interpersonal skills and a high level of cultural sensitivity +Fluent in English, with French proficiency a plus +Additional Information + +Contract Type: Full-time (40 hours), +Duty Station: The Hague, The Netherlands, Note: For this role you need to be eligible to work in the Netherlands. SNV cannot sponsor for a work visa. +Contract Duration: one year with possibility of extension based on performance +Expected Start Date: As soon as possible, preferably the of 1st July 2024 diff --git a/jobtagger/4059289.txt b/jobtagger/4059289.txt new file mode 100644 index 000000000..4effeebf5 --- /dev/null +++ b/jobtagger/4059289.txt @@ -0,0 +1,100 @@ +Context + +Terre des hommes Foundation is an independent, neutral, and impartial Swiss organization founded in 1960, dedicated to bringing about significant and lasting change in the lives of children and young people, especially those most at risk. Tdh ensures their well-being and the effective implementation of their rights as defined in the Convention on the Child's Rights and other human rights instruments. To make a difference, Tdh focus our efforts on maternal and child health, children and young people in migration situations, and access to justice. Tdh promotes the active participation of children and young people to empower them. We advocate for their rights and support them in expressing their needs and interests. Tdh works in fragile contexts and conflict zones, as well as in more stable environments. + +Tdh is present in Kenya since 2011. Currently, Tdh is providing protection and health/nutrition services for children and families affected by migration, drought and poverty in Korogocho informal settlement in Nairobi, in Garissa County, in Dadaab and Kakuma refugee camps, Kalobeyei settlement and host communities . + +In Garissa County, Tdh supports the Ministry of Health in providing integrated nutrition and protection services to severe malnourished children and pregnant and lactating women. In Korogocho informal settlements, Tdh implements early child development activities and child protection activities with a strong community-based approach aiming at decreasing violence against children and strengthening child protection mechanisms. The intervention in Dadaab and Kakuma refugee camps, Kalobeyei settlement and host communities is focused on prevention and response to child protection needs while strengthening protection community-based mechanisms in the refugee operation and its host communities. + +Specific Responsibilities + +In all project sites: + +PROCUREMENT MANAGEMENT + +Ensure the respect of Tdh and donor purchase procedures; +Identify and plan the delegation’s procurement in collaboration with log/admin staff and Project Managers. +Ensure respect of the quality of the purchase and the delivery deadlines; +Follow up the order/purchase until delivery; +Ensure regular purchases follow up in close collaboration with the Administration Department for down payments and monthly budget follow up. +Ensure preparation of weekly procurement follow up updates according to the format available at the delegation +STOCKS MANAGEMENT + +Ensure the respect of Tdh’s and donor stock management procedure; +Manage regular inventory (monthly, quarterly, yearly) for the different items stored in the delegation; +Plan the stock supplying according to local constraints; +In charge of the warehouse management and control system; +Ensure security and the follow up of the equipment used on the delegation (identification, inventory, affectation); +Ensure the security and the follow up of the communication and IT equipment (and supplies) on the delegation (identification, inventory, affectation); +FLEET MANAGEMENT + +Ensure the respect of Tdh and donor vehicle management procedure; +Supervise the general follow up of the delegation vehicle (consummation checks, movement planning, vehicle rental contracts, etc.) +Ensure a regular maintenance on the different vehicle of the delegation, setup appropriate maintenance contract with supplier or ensure an appropriate repair process with local technicians; +Handle transport contract negotiation with suppliers and follow up; +Define the more relevant means of transport for goods delivery and process the administrative formalities related to (by road, by plane, by boat, etc.) national, regional and international in a rapidly shifting context +MOVEMENT MANAGEMENT + +Ensure smooth and transparent running of movement with necessary approval and recording +SECURITY MANAGEMENT + +Update and ensure the respect of the security guideline adopted on the delegation, the good functioning of the relative tools and process and the correct use and acknowledge from all the members of the delegation (national & international staff) in close links with Head of Delegation; +Manage security guidelines updates, geopolitical follow up, incident reports and analysis; +Ensure that every single incident is reported as fast as possible to the Head of Delegation; +Keep informed of security trends +FIELD SUPPORT + +maintain management routine system (meetings, reports, situation points, etc.) to ensure a smooth diffusion of relevant information (logistics) at delegation level; +Manage logistics support in collaboration with logisticians and advice and interact specifically with the Project team on regular basis. +Frequent movements have to be expected between the different bases if security and administrative constraint allows; +Ensure a pro-active link between the field (needs) and logistics team (needs & support) and play a continuous mediating role; +PREMISES + +Ensure good functioning of the all sites equipment and maintenance (computers, printers, photocopiers, fridges, generators, etc.). +Searches for adequate premises when required +Organises moves when required +ASSETS + +Maintains assets in good conditions +Disposes of assets when required +Maintains sate of the art records for assets +TEAM MANAGEMENT + +ensure strict application and respect of the Internal Regulation by your related staff +support and advise your team in the implementation of their action plans; +ensure feedback towards team about issues potentially raised by them; +ensure a good communication – coordination – information level of each member of the team through regular coordination meetings (or other if needed); +ensure conflict resolution (personal and professional) in team +propose relevant needed adaptation to the organisational chart of the delegation and contribute to its implementation (job descriptions, etc.), +You support your staff in their management duty: coordination meetings, individual interviews, etc. +REPORTING + +Centralize all logistics information available on the delegation and consolidate a monthly report (into the proper reporting form) to be delivered to the Head of Delegation. +Prepare a weekly report to be delivered to the Head of Delegation. +Provide regular reporting on your activities to the Head of Delegation. +REPRESENTATION + +You participate actively to logistics and information meetings with peer organisations; +Maintain positive relations with TDH’s partners and potential partners +OTHER: + +Any other duty here by assigned by the Head of Delegation. +REQUIREMENTS + +A bachelor’s degree in logistics +A minimum of 5 years in a similar position within an NGO +Qualifications in security management or equivalent experience +IT: knowledge of computer maintenance is an asset +Experience in capacity building management is a strong asset +English mandatory (oral and written) +Ability to work under pressure with a great level of personal organization +Sense of Diplomacy and patience +Ability to do critical analyse with limited information +A results-driven mindset. +Other : + +Abuse Prevention Policy - Operational Risk Management + +Commit to respect Tdh Risk Management Policies including: Child Safeguarding Policy, Safety and Security Policy and Anti-Fraud/Corruption Policy, Whistle Blowing Policy +Commit to ensure the best implementation possible of the Tdh Risk Management Policies +Commit to inform supervisors and to deal with any cases, allegations, or possibility of transgression, even potential, of the Tdh Risk Management Policies. diff --git a/jobtagger/4059325.txt b/jobtagger/4059325.txt new file mode 100644 index 000000000..2ab698cca --- /dev/null +++ b/jobtagger/4059325.txt @@ -0,0 +1,102 @@ +Who We Are + +Founded in 2016, Amna is committed to supporting community and frontline workers to bring non-clinical mental health support to every child and family affected by violence and displacement. At Amna, our core values of respect, understanding, curiosity and connection guide everything we do, while shaping our culture and driving our mission. Our mission is to build community capacity for healing. Our vision is a world where refugees can determine their future unbounded by the impacts of conflict and displacement. After seven years of delivering direct services for families, young children, young people and men and women in Greece, Amna is now replicating its model to train frontline workers and support local organisations in additional countries and communities. + +Safeguarding + +The role-holder will have experience working according to ethical and good practice safeguarding principles. They will be expected to adhere to and promote Amna’s Child and Vulnerable Adult Safeguarding Policies as they will be involved and responsible for programmes working with children and vulnerable groups in different settings. + +How Will You Make a Difference? + +We’re looking for our first People and Culture Manager to play a central role in building an outstanding workplace culture for our talented, diverse and growing team. + +The People and Culture Manager will be in charge of people and culture and safeguarding at Amna. The position will be responsible for ensuring sound and transparent people and culture management consistent with Amna framework and local legislation, and the implementation of Amna policies. This position will also act as safeguarding focal point and ensure adherence to safeguarding principles. + +The People and Culture Manager will report to the Head of Operations and will be responsible for managing the Operations Officer. + +Responsibilities include: + +Recruitment and Retention: + +Develop and implement recruitment and retention policy. +Prepare recruitment plans. +Oversee recruitment processes according to the needs of the organisation. Ensure transparent and inclusive processes. +Manage selection process for chosen candidates including reference checks, academic and experience certificates. +Plan and oversee onboarding processes for new colleagues. +Responsible for the induction schedule of new colleagues. +People and Culture: + +Foster open communication and positive employee relations. +Responsible for the wellbeing strategy and continuous improvements. +Responsible for the Equity, Diversity and Inclusion policy and fostering an inclusive culture. +Responsible for embedding Amna’s values and culture in all aspects of Amna’s work. +Responsible for the performance management process. +Responsible for the reward and recognition principles update for the review and approval by the Board. +Responsible for job evaluation and ensuring that Amna’s pay is equitable and compatible. +Responsible for Pulse surveys and staff satisfaction and engagement surveys and recommending areas for development and improvement to the Senior Leadership Team. +Lead on internal communications in collaboration with the CEO and the Communications department. +Responsible for career development and succession planning in close collaboration with Senior Management Team. +Responsible for identifying and sourcing trainings and refresher trainings for all staff. +Policies and Compliance: + +Responsible for updating the employees’ handbook. +Responsible for staying up to date on relevant legislation and implementing policies and procedures to ensure legal compliance in the different countries we operate/recruit along with Global payroll provider. +Oversee record keeping, whilst ensuring data security and confidentiality. +Safeguarding: + +Monitor established Safeguarding policies and procedures. +Ensure timely reviews are carried out of Safeguarding policies. +Ensure safeguarding guidelines are followed. +Ensure all staff, partners and trainees are aware of Amna’s Safeguarding policies and procedures and act as the focal point for coordinating any investigation of any allegation or complaint. +Qualifications and Experience + +At least 5 years of experience working in HR, preferably in the non-profit sector. +Recognised HR qualification. +Experience managing recruitment processes. +Experience working on safeguarding policies and guidelines for organisations that work with vulnerable people. +IT literate with a good working knowledge of Microsoft office. +Ability to work quickly, methodically, accurately, independently and to use initiative to problem solve proactively. +Methodical and organised with high attention to detail and accuracy. +Excellent time management skills and the ability to work under pressure to meet deadlines. +Ability to work with tact, diplomacy and complete confidentiality. +Excellent communication skills in English, both written and verbal, and ability to deal with a wide range of people at all levels. +Skills and Behaviours + +Approachable and calm. +Flexible approach and ability to adapt to change in a growing organization. +Culturally sensitive and ability to adapt easily. +Able to work dynamically and respond quickly and appropriately to unexpected needs. +Able to take responsibility for assigned tasks and to respect processes and confidentiality. +Capacity to solve problems, to transfer knowledge and to develop new skills. +Enthusiastic with a desire to learn and develop. +Excellent team working skills. +Benefits: + +See our wellbeing strategy: https://amna.org/wp-content/uploads/2024/03/Amna-Wellbeing-Strategy-February-2024.pdf + +Work Location and Environment + +This role is a remote job opportunity, and open to applicants in the UK, Europe, Middle East and Africa (EMEA). + +Amna offers a hybrid working environment to its employees allowing for a blend of remote and in-person work. + +Please note that the nature of working environment and hybrid schedule may be adjusted as per the organisation’s evolving needs. + +Remuneration Package + +Remuneration: 41,400 – 46,000 GBP per annum if based in the UK. + +We recognise that cost of living and market conditions vary in different contexts, as such the final compensation package will be tailored to reflect the specific location and skill set of the successful candidate. + +At Amna we are committed to attracting and retaining top talent by offering competitive compensation and benefit packages. We believe in rewarding talent and expertise at a level that corresponds with the local market conditions, ensuring that all our team members are fairly compensated for their skills and contributions. + +In compliance with international standards, Amna utilizes a global payroll provider to ensure seamless and efficient compensation processes for our diverse team. + +Commitment to Diversity, Equity, and Inclusion + +Amna is committed to fostering a diverse and inclusive workplace where all employees are valued, respected, and empowered to contribute their unique perspectives and talents. + +As an equal opportunity employer, we do not discriminate on the basis of race, religion, colour, ethnicity, sex, gender, sexual orientation, age, marital status or disabilities status. + +Applications are strongly encouraged from people with personal or family lived experience as refugees or of displacement. + diff --git a/jobtagger/4059360.txt b/jobtagger/4059360.txt new file mode 100644 index 000000000..ca5de43f1 --- /dev/null +++ b/jobtagger/4059360.txt @@ -0,0 +1,119 @@ +Saint Andrew’s Refugee Services, Cairo + +Vacancy Announcement: Refugee Status Determination Volunteer Legal Advisor + +Founded in 1979, StARS is a refugee service provider in central Cairo that works to enhance the quality of life for refugees and vulnerable migrants through five broad program areas: education, psychosocial, legal, community outreach and unaccompanied youth and children support services. We provide high-quality services meeting the unaddressed needs of refugees, and we provide a safe and inclusive space for displaced people to come together as a community. We work for refugees, with refugees, to make rights recognition a reality. + +StARS’ Mission: Driven by a commitment to justice and fairness, StARS works as displaced people and for displaced people to respect human dignity and enhance quality of life. + +StARS’ Vision: Displaced people lead in the creation and implementation of responses to different forms of migration to establish safe, just, welcoming, and inclusive communities globally. + +We serve people from many places, including Eritrea, Ethiopia, Iraq, Somalia, South Sudan, Sudan, Syria and Yemen. + +To learn more please visit our website: www.stars-egypt.org or our Facebook page https://www.facebook.com/standrewsrefugeeservices?fref=ts + +Project Description: Refugee Legal Aid Program + +The Refugee Legal Aid Program provides advice and representation to refugees seeking recognition by UNHCR through refugee status determination procedures in Egypt and assists refugees in accessing resettlement to safe third countries. The Refugee Legal Aid Program is seeking Volunteer Legal Advisors to assist vulnerable refugees in their refugee status determination process. + +Current Sudan Context + +In light of the recent and ongoing civil war in Sudan, StARS is experiencing a high influx of persons forcibly displaced from Sudan. This includes Sudanese nationals and other nationalities previously displaced from their country of origin to Sudan. StARS remains flexible and reactive to changes in the local asylum-seeking environment as influenced by the Sudan conflict. The Refugee Legal Aid Program is seeking to increase its capacity to provide legal advice and representation in accordance with UNHCR procedures, to best assist those affected by this ongoing conflict. + +Role + +Each year, the Refugee Legal Aid Program offers several unpaid internships for qualified candidates who can join us for six months. Under the supervision of the Refugee Status Determination Coordinator and Refugee Status Determination Senior Legal Officers, the Refugee Status Determination Volunteer Legal Advisors are responsible for the provision of legal advice and representation to urban refugees in matters related to their Refugee Status Determination procedures with UNHCR Egypt. + +Among other responsibilities, Refugee Status Determination Volunteer Legal Advisors conduct Refugee Status Determination workshops to educate refugees about the process in Egypt; accompany clients to refugee status determination interviews at UNHCR; conduct screening interviews with clients seeking assistance appealing the rejection of their refugee status determination claims or seeking to reopen their UNHCR files; represent clients in various refugee status determination procedures, including refugee status determination appeals; and serve as on-call legal advisors, providing information and assistance to clients on a walk-in basis. + +Refugee Status Determination Volunteer Legal Advisors are responsible for their own caseloads and get extensive direct experience representing refugees. Following the completion of their six-month commitment, volunteers have gone on to work with UNHCR, IOM, and other international non-governmental organizations. + +The Refugee Status Determination Volunteer Legal Advisors are part of RLAP’s team of approximately 20 legal staff and volunteers. + +Responsibilities + +All duties are carried out under the supervision of the Refugee Status Determination Coordinator and Refugee Status Determination Senior Legal Officers. + +Legal and Technical + +· Responsible for managing own caseload spanning the spectrum of the Refugee Status Determination team’s work. + +· To conduct workshops with groups and individual clients regarding the refugee status determination procedures at UNHCR in Egypt. + +· To conduct screening and intake interviews with potential clients seeking representation in refugee status determination matters. + +· To serve as on-call resources for clients seeking legal advice on a walk-in basis, providing counseling to clients regarding registration, protection, and refugee status determination procedures at UNHCR. + +· To maintain good working knowledge of UNHCR policies and procedures in refugee status determination matters. + +· To maintain good working knowledge of the current political and social situations in the countries of origin of StARS’ clients. + +· To assess extra-legal client needs and recommend referrals to other StARS teams or external organizations as appropriate. + +· To undertake comprehensive case management practices including maintaining and updating electronic databases and records for each client, and keep detailed notes of all casework activities. + +· To adhere to the Nairobi Code of Ethics, the StARS Staff Handbook, and the StARS Code of Conduct. + +Programmatic + +· To attend and contribute to Refugee Status Determination team meetings. + +· To build and maintain relationships with StARS psychosocial and education staff. + +· To attend an initial intensive two-week training program. + +Communication and Reporting + +· To communicate regularly with the Refugee Status Determination Coordinator and Refugee Status Determination Senior Legal Officers, reporting on all major issues and developments in the field and within the Refugee Legal Aid Program. + +· To submit activity reports as requested. + +· To promote information sharing within the Refugee Legal Aid Program and StARS on all issues affecting the populations we serve. + +· Other duties as assigned + +Qualifications and Experience + +The ideal candidate will be energetic, articulate, and comfortable interacting with diverse segments of society. She or he will have demonstrated a firm commitment to human rights and refugee issues. + +Essential qualifications + +· English being the official language of UNHCR Cairo and StARS, Refugee Status Determination Volunteer Legal Advisors must be fluent in oral and written English. + +· Excellent writing skills. + +· Well organized, self-motivated, and reliable. + +· Willingness to commit to a minimum service period of six months. + +· Commitment to and sensitivity toward vulnerable or displaced people. + +· Ability to live and work in a fluid security environment. + +· Ability to work in a team as well as individually. + +· A positive attitude and sensitive manner in advocating for clients who are survivors of violence, trafficking, torture, and SGBV. + +Desirable Characteristics + +· Fluency or working knowledge of Arabic or a refugee language is an advantage. + +· Knowledge of UNHCR guidelines and procedures. + +· Knowledge of the general protection situation and vulnerabilities of refugees in Egypt. + +· Knowledge of the general situation of the countries from which StARS clients originate. + +· Life and work experience in Africa, the Middle East or Egypt. + +Working Hours: The Refugee Status Determination Volunteer Legal Advisor is expected to be at work for 40 hours per week, between the hours of 9am and 5pm, from Sunday to Thursday. Longer hours, evening and weekend work are sometimes necessary. Work will be conducted both in StARS premises and also in refugee communities and centers. + +Supervised by: Refugee Status Determination Coordinator + +Contract Term: Six months, renewable by agreement of both parties. + +Compensation: N/A + +Closing date for applications: 30 May 2024 + +Anticipated starting date: 28 July 2024 diff --git a/jobtagger/4059374.txt b/jobtagger/4059374.txt new file mode 100644 index 000000000..60d23c615 --- /dev/null +++ b/jobtagger/4059374.txt @@ -0,0 +1,52 @@ +The Opportunity + +Save the Children International has an exciting opportunity for you to join our team as the CHET Project Manager in the UK (London or Remote) or any existing Save the Children International Regional or Country office worldwide. + +Role Purpose: + +In the immediate aftermath of a disaster or conflict, and throughout the transition from emergency response to recovery and sustainable development, Save the Children’s presence in 120 countries facilitates the rapid delivery of evidence-based and innovative interventions that address the major life-saving and protection needs of the world’s most vulnerable populations. Save the Children’s Centre Humanitarian Technical Team (CHTT) provides technical quality support and strategic direction to programs in humanitarian settings and conducts research, capacity strengthening, and global representation to improve future responses. + +This CHET Project Manager will oversee the implementation of efficient and effective systems across the Centre Humanitarian Education Team (CHET), with a focus on supporting rollout and scale up of our Day 1 approach to support integrated rapid response in the first phase of acute emergencies, including a focus on holistic learning and wellbeing outcomes and play. This role is an exciting opportunity for a Project Manager with excellent organisational skills, award management expertise and experience of monitoring & evaluation and an interest in Humanitarian Education to join the SCI Centre Humanitarian Education Team (CHET). Responsibilities will include direct support to Country and Regional Offices rolling out the EiE Day 1 package, including project implementation planning, grant management, financial tracking, coordination of human resources, contractual services, and internal and donor reporting. The post holder will be line managed by the Head of Humanitarian Education and will work with all team members to support the organisation and tracking Day 1 roll out, rapid response scale-up, and other key global EiE initiatives. + +Specifically, the post holder will be accountable for (1) project management of EiE Day 1 and other priority global humanitarian education awards and internal collaborative projects; (2) coordination of CHET budgets, cost recovery and action points; (3) tracking of progress against the Save the Children Humanitarian Plan including funding and reach analysis, monitoring of global humanitarian education indicators and support to strengthen reporting systems; (4) supporting knowledge management and learning across the wider Humanitarian Education Team. + +In the event of a major humanitarian emergency, the role holder will be expected to work outside the normal role profile and be able to vary working hours accordingly. The role holder will not be expected to deploy to rapid onset humanitarian crisis, but travel might be expected in the course of the responsibilities. + +The position will be part of the Centre Humanitarian Technical Team (CHTT) of the Centre Humanitarian Team, but the scope of this role may evolve to work with additional sector teams in the future. + +EXPERIENCE AND SKILLS + +Essential + +Significant years of experience in a project management/project officer, or similar role +Experience of working with humanitarian organisations, preferably in project management and / or humanitarian education +Experience of monitoring & evaluation in humanitarian contexts +Experience of award/grant management +Strong and proven coordination and project management skills +Knowledge of and interest in education in emergencies +Highly organised with strong coordination skills +Strong interpersonal and communication skills +Collaboration skills; ability to balance relationships and share information +Analytical skills to identify key points from complex material +Professional proficiency in spoken and written English +Desirable: + +Additional languages, particularly Spanish and/or Arabic +Strong written communication skills and ability to convey complex concepts to non-technical staff +Familiarity with Education in humanitarian contexts a plus +We can offer circa £45,000 per annum (If based in the UK) with an option of flexible working hours. If the role is based outside of the UK, National Terms & Conditions (including pay and benefits) will apply. + +This role can be based in the UK (London or Remote) or any existing Save the Children International Regional or Country office location on approval, provided the successful candidate has proof of eligibility to work from the preferred location for the duration of the contract. + +Where we Work - Where We Work | Save the Children International + +The Organisation + +We employ approximately 25,000 people across the globe and work on the ground in over 100 countries to help children affected by crises, or those that need better healthcare, education and child protection. We also campaign and advocate at the highest levels to realise the right of children and to ensure their voices are heard. + +We are working towards three breakthroughs in how the world treats children by 2030: + +No child dies from preventable causes before their 5th birthday +All children learn from a quality basic education and that, +Violence against children is no longer tolerated +We know that great people make a great organization, and that our employees play a crucial role in helping us achieve our ambitions for children. We value our people and offer a meaningful and rewarding career, along with a collaborative and inclusive environment where ambition, creativity, and integrity are highly valued. diff --git a/jobtagger/4059377.txt b/jobtagger/4059377.txt new file mode 100644 index 000000000..b893f2d82 --- /dev/null +++ b/jobtagger/4059377.txt @@ -0,0 +1,39 @@ +Under the supervision of the Protection Team Leader in Damaturu and the Head of Sub-Delegation, the Protection Field Officer contributes to the implementation and monitoring of ICRC protection activities. + +Main Duties and Responsibilities + +Contributes to the analysis of the security, socioeconomic, cultural, and political environment relevant to the ICRC, shares relevant information with team members and reports any change in the situation. +Contributes to the design and implementation of projects. +Analyses and contributes to written internal reporting and activity programming. +Helps to make internal and external meeting meaningful (through preparation, participation, reporting and follow-up). +Develops and maintains contact with the municipal/regional authorities, local/regional National Society branches, the local population, suppliers etc. +Fosters a conducive environment (multidisciplinary approach, good team dynamic) among team members. +Ensures the sustainability of their work and puts in place a system for archiving their work for the purposes of institutional memory. +Identifies possible protection concerns in the field and reports directly to the Protection Team Leader. +Monitors displacement and humanitarian needs of persons affected by Armed Conflict in AoR; and drafts analysis of the security, socio-economic, cultural, and political environment relevant to the ICRC, sharing relevant information with colleagues and reports any change in the situation as per the structure's communication flow. +Represents Protection and supports other departments (e.g., EcoSec, Wathab, Networking, Communication, Health etc.) upon needs and requests, in carrying out field activities in AoR and ensures administrative and financial follow up after field missions. +Ensures that all the information related to NIAC, and possible Protection concerns collected by the Generalist FOs or other relevant colleagues/interlocutors are shared with the Protection Team. +Monitors the humanitarian environment and needs, and analyses the security, socio-economic, cultural, and political environment as relevant to the ICRC. Shares relevant information with colleagues and reports any changes in the situation. +Contributes to build and consolidate ICRC’s contacts and networks with key interlocutors by expanding a multi-purpose network of interlocutors and keeps the contact list up to date. +Participates and represents the ICRC in internal and external meetings and develops and maintains contacts with municipal/regional authorities, local/regional Red Cross/Red Crescent Society branches, the population, and other relevant stakeholders. +Provides translations for the Protection Team Leader and other departments as requested. +Education and Experience Required + +Bachelor’s degree in law, humanitarian affairs, or any other relevant field +Minimum 3 to 5 years working experience. +Working proficiency in English and Hausa compulsory – Kanuri or Fulani an asset +Computer literacy: Microsoft Office (Outlook, Excel, Word, PowerPoint), collaborative spaces +Knowledge of the cultural and socio-economic environment in Northern Nigeria +Applicants should have a Nigerian nationality or hold a working permit +Desired profile and Skills + +Previous working experience with an INGO is an asset. + +Experience with the Nigerian Red Cross Society is an asset. + +Excellent planning and writing abilities + +Respect for confidentiality levels. + +GRADE: B2 + diff --git a/jobtagger/4059774.txt b/jobtagger/4059774.txt new file mode 100644 index 000000000..46de2d706 --- /dev/null +++ b/jobtagger/4059774.txt @@ -0,0 +1,49 @@ +SCOPE OF WORK: + +The IRC’s Home Study and Post-Release Services (HSPRS) for unaccompanied children in the U.S. is growing from six current IRC offices to more than 17 offices throughout the US. This is a national, multi-million-dollar project with ambitious delivery goals in a short time frame. This position is part of an anticipated 36-month contract. + +The goals of the Home-Study Post Release Services Program (HS/PRS) are to: + +Assess the safety and suitability of a sponsor before an unaccompanied child is released from custody into a sponsor’s care (Home Study) +Provide case management support via remote and / or conducting in-home visits to ensure the continued safety and stability of children in sponsor’s homes and linking children to resources in the community (Post Release Services). +The Casework Supervisor, HSPRS provides trauma-informed and supportive supervision within the HSPRS program to Caseworkers (Level 1 and Senior Caseworkers (Level 2), as well advises Crisis Case Managers (Level 3). Specifically, the Casework Supervisor ensures onboarding and orientation to the position have been completed; provides weekly supervision; monitors service provision and case notes to ensure quality and adherence to best practices; ensures that appropriate staff are notified of cases of concern within a timely manner; writes monthly reports; monitors data; and ensures all staff are updated on changing policies, procedures and regulations that may impact their work, and convenes regular staff meetings. The Casework Supervisor, HSPRS helps ensure that services delivered by staff are of quality and in the best interest of the child, and that the number of children and families receiving services meet contractual requirements. + +Major Responsibilities include but are not limited to: + +Supervise between four and six staff Caseworkers (Level 1) and Snr. Caseworkers (Level 2). +Advise as appropriate Crisis Case Managers (Level 3). +Monitor case management service provision including reviewing documentation for accuracy and timeliness, ensuring number of cases falls within established guidelines, and that policies and procedures are being followed. +Act as a point of escalation for staff with complex cases, cases of concern, and client crisis. This includes liaising with child welfare and law enforcement agencies, as needed. +Ensure case managers have been appropriately onboarded and oriented to their position and provide regular professional development in case work and client facing skills to staff. +Monitor data and writes monthly reports to ensure the Regional Manager has a good understanding of numbers served, cases of concern, trends, challenges, opportunities, and any other issues of note. +Act as a community liaison to build a durable referral network for services and supports. +Works to create a sense of teamwork even when staff are working remotely in different geographic areas. +Build and maintain relationships with community services providers in relevant areas. +Maintain accurate records in electronic case files and required databases. +Submit required reports and documentation in a timely manner. +Use a child centered, developmentally appropriate and trauma-informed approach to address the needs and concerns of children and sponsors. +Maintain a strong understanding of trauma-informed principles and approaches, protection and safeguarding, and mandatory reporting. +Ensure the confidentiality of children and their cases. +Job Requirements include but are not limited to: + +Must possess a master’s degree in the behavioral sciences, human services or social services field; or a Bachelor’s Degree plus at least three years of progressive employment experience that demonstrates supervisory and case management experience. +Minimum of one year of supervisory experience, including program oversight, review and monitoring of cases, and compliance with contractual obligations +Experience providing Home Study and Post-Release Services case management. +Excellent verbal and written communication skills +Proven ability to manage complex client situations centering client safety and child protection principles. +Experience analyzing data and writing reports. +Knowledge of federal, state, and local community social service systems as well as how to build a map of community referrals. +Demonstrated success working in a multi-cultural environment. +Self-starter with excellent problem-solving skills combined with the ability to prioritize duties and manage time effectively. +Proficient in Microsoft Office applications (Word, Excel, Outlook), Microsoft Teams, Zoom, and other platforms +Must be cleared and approved by Office of Refugee Resettlement and background check including FBI fingerprints and Child Abuse and Neglect checks required upon hire (initiated by IRC after acceptance of the position). +Working Environment: The Casework Supervisor provides virtual case management however they will be required to attend in person meetings at the discretion of the local office. A variable work schedule / hours including non-traditional hours such as evenings and weekends will be required to accommodate sponsors’ and children’s schedules. + +Posted pay ranges apply to US-based candidates. Ranges are based on various factors including the labor market, job type, internal equity, and budget. Exact offers are calibrated by work location, individual candidate experience and skills relative to the defined job requirements. + +Equal Opportunity Employer: We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status. We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation. + +US Benefits: The IRC offers a comprehensive and highly competitive set of benefits. All US employees are eligible for sick time, a 403b retirement savings plans: up to 4.5% immediately vested matching contribution, plus an 3-7% additional IRC contribution, and an Employee Assistance Program which is available to our staff and their families to support in times of crisis and mental health struggles. + +In addition, full-time employees are eligible for 10 US paid holidays, 20-25 paid time off days, disability & life insurance, medical, dental, and vision insurance (employee contribution starting at $135, $7, and $5 per month respectively) and FSA for healthcare, childcare, and commuter costs. Part-time employees are eligible for a proportionate amount of paid time off. These additional benefits apply to employees who work at least 6 months within a 12-month time period. + diff --git a/jobtagger/4060112.txt b/jobtagger/4060112.txt new file mode 100644 index 000000000..b6084c0d3 --- /dev/null +++ b/jobtagger/4060112.txt @@ -0,0 +1,74 @@ +Role: Program Associate. +Reporting to: Chief Program Officer +Location: Nairobi - Kenya + +About Us + +Our Strategy for delivering high-quality, cost-effective community health through and with digitally empowered, equipped, supplied, supervised, and compensated CHWs requires that we continuously re-invent the way we work. Innovating incessantly and with swift responsiveness to global trends is a critical success factor for building a thriving and sustainable LG of today and tomorrow. + +Over the last four years, Living Goods has become a more complex organization with multiple implementation modes, exciting opportunities in new countries, and new partnerships in existing countries. Furthermore, while we have delivered some strong work in technology over the last couple of years, we now need to go the extra mile beyond technology and ensure a much greater emphasis on government partnerships in the broader digital health space. We can only do this by building a great place to work where our teams thrive, grow, and deliver extraordinary results. + +Purpose of role: + +The position will coordinate several cross-team activities to improve the operational effectiveness of the program shared service team vis a vis other departments and to maximize its impact on the organization goal. + +Key Responsibilities: + +Program coordination: + +Coordinate Program Steering Committee- work plan development, agenda planning, scheduling, follow up on action items. +Coordinate quarterly program deep dive reviews and contribute to performance improvement-document feedback, track and follow up action items with country program teams. +Coordinate relevant Technical Working Groups - agenda planning, scheduling, follow-up on action items. +Contribute to streamlining the decision-making process by championing RAPID, driving its adoption and supporting its implementation through the Program Steer Co. +Ensure enhanced collaboration between Global program and Country program teams by fostering engagement. +Knowledge Management, research, and documentation: + +Serve as Knowledge Management focal point for the Program Share Service team ensuring internal and external documents are properly stored, shared, and archived. +Contribute to development and operationalization of Knowledge management framework and drive adoption of knowledge management best practices and use of knowledge management tools. +Maintain and organize a central program documentation repository by keeping files up-to-date, accurate and appropriately stored. +Develop and edit briefings, memos, and presentations. +Coordinate for development and dissemination of periodic reports and analysis. +Organize and coordinate dissemination events whether internal or external. +Provide adhoc research support for the department. +Operational and Admin support: + +Coordinate Program Shared Service team activities and provide administrative support to subunits (Program Strategy and Excellence, Global Health, Performance Evidence and Insights, Strategic Innovations). +Organize team meetings and retreats. +Plan and coordinate participatory workshops and meetings. +Plan and coordinate project implementation activities and field visits. +Plan and coordinate team travel. +Prepare expense reports, purchase orders, and other financial reports. +Qualifications & Experience Required + +Diploma or bachelor’s degree in development studies, Community Health, Nursing, or related field and 4 to 6 years of relevant working experience. + +Competencies & Attributes: + +Must possess good interpersonal skills and the ability to handle and prevail in diverse situations and a sharp analytical focus to find solutions. +Effective written and verbal communication with the ability to engage various levels of technical and non-technical stakeholders for communicating, brainstorming, designing, and rollout digital health solutions and interventions. +Demonstrated ability to multi-task and thrive in a fast-paced dynamic and diverse environment and ability to work with limited information. +Strong command of written and spoken English with the ability to articulate views and ideas in a clear and precise manner across spoken and written modes of communication. +Expertise in MS Office tools such as Word and PowerPoint would be strongly preferred. +Demonstrated skills in planning, coordination, and monitoring. +Understanding of programming is a plus. +Bilingual in French is a plus. +What We Offer You at Living Goods: +Competitive Salary Package with Annual Review: We offer a competitive salary package with annual reviews to ensure that our employees are fairly compensated for their contributions. +Comprehensive Retirement Benefits: Living Goods provides pension schemes to help you plan for and secure your future, ensuring financial stability in your retirement years. +Private Medical Cover: You have the option to opt-in to a Private Medical Insurance scheme, providing thorough medical coverage and confidence in your health and well-being. +Life Assurance: We provide life assurance to give you peace of mind and protect your loved ones in case of the unexpected. +Parental Leave: Living Goods offers competitive parental leave schemes, ensuring you can spend quality time with your new bundle of joy. We offer 4 months of fully paid maternity leave and 4 weeks of paternity leave. +Annual Leave: Living Goods team members are eligible for 25 working days of paid annual leave. +Education Support: We support your continuous learning and development with education support to help you advance in your career. +Healthy Snacks and Fruits: Fruits are offered daily in the office to promote a healthy lifestyle and boost productivity. +Flexible Working Arrangements: Living Goods is a hybrid organization, offering flexibility for you to work where you need to be most productive. +Additional Perks: In addition to the above benefits, you will find a range of secondary perks depending on your location, to help you thrive at Living Goods. + +Ready to Apply? +Applications for roles at Living Goods will be reviewed on a rolling basis. If you are interested, please submit your resume along with a cover letter (optional), highlighting how your experience demonstrates that you meet the requirements of the role. + +We look forward to welcoming you to the Living Goods team! + +Living Goods is an equal opportunity employer and will consider every qualified applicant for employment. Living Goods does not discriminate based on race, ethnicity, national origin, ancestry, religion, gender, sexual orientation or disability. + +Our current job openings are displayed on our website, where you can search for open positions and apply directly. Living Goods does not offer any positions without an interview and never asks candidates for money. If you are asked for money, we strongly recommend that you do not respond and do not send money or personal information. diff --git a/jobtagger/4064591.txt b/jobtagger/4064591.txt new file mode 100644 index 000000000..b1154c607 --- /dev/null +++ b/jobtagger/4064591.txt @@ -0,0 +1,11 @@ +Under the supervision of the Finance Controller, the Logistic and Admin Officer will ensure that all administrative and logistic functions in the Mombasa office are completed effectively and in a timely manner. The Logistic and Admin officer role involves in coordinating logistical operations, managing administrative tasks, and providing support in procurement activities. This role involves providing administrative support to the team, including scheduling, document management, and correspondence handling. Additionally, the Logistics and Administration Officer assists in procurement activities by sourcing vendors, obtaining quotes, and managing documentation related to expenses. Compliance with regulations, policies, and procedures is essential, as is the maintenance of up-to-date records. The role requires strong organizational, communication, and problem-solving skills, as well as proficiency in relevant software applications. The role is also responsible for promoting and upholding a commitment to the efficient use of Mission inclusion and donor resources. It involves ensuring compliance with donor’s requirements and regulations, and reporting. +Full posting available here : Logistic-and-Admin-Officer-Mombasa-Office.pdf (missioninclusion.ca) + + How to apply + Interested and qualified candidates should follow the instructions below: +Send their resume and a cover letter, both in English, by email only, to hr-rh.international@missioninclusion.ca + +In the subject line of the email, use the position name "Finance and admin Assistant". +Name their documents as follows: "First name Last name Resume" and "First name Last name Cover Letter". +Only those selected for an interview will be contacted. + \ No newline at end of file diff --git a/jobtagger/4064814.txt b/jobtagger/4064814.txt new file mode 100644 index 000000000..b23bc4496 --- /dev/null +++ b/jobtagger/4064814.txt @@ -0,0 +1,66 @@ +Introduction +Child labor remains an endemic problem in sub-Saharan Africa, with the number of children affected reaching 92.2 million in 2020, a significant increase on the 72.1 million in 2016. +The Nigerian government has taken meaningful steps to prioritize child labor elimination by evaluating its previous National Action Plan (2013-2017) and validating a new one (2021-2025) aligned with the ECOWAS Regional Action Plan. Supporting policies, such as the National Social and Behavioral Change Communication Strategy (2021–2023), the revised National Social Protection Policy, and the National Policy on Occupational Safety and Health (2019), have been instituted. Legal efforts include drafting the Labour Standards Bill and anchoring Community Child Labour Monitoring Committees into local child protection structures. Nigeria has also embraced international commitments by becoming a Pathfinder Country of Alliance 8.7 and ratifying ILO Convention 187. +Research has strengthened the knowledge base on child labor in the cocoa and artisanal and small-scale gold mining sectors, including situational analyses on social protection mechanisms and innovative finance. The private sector's compliance capacity has improved through training and tools developed by the Nigeria Employers Consultative Association, such as a Code of Conduct, Guidance Tool, and Reporting Template. +However, child labor prevalence remains alarmingly high, with the 2021 Multiple Indicator Cluster Survey finding 31% of children aged 5-17 engaged in child labor, 29% in hazardous conditions. +State-level data reveals even higher rates in Niger (42%), Osun (23.2%), and Ondo (8.7%). The COVID-19 pandemic has exacerbated this issue by pushing more children into work. +Gaps persist in the legal framework, notably the absence of a comprehensive Hazardous Work List detailing prohibited activities for children under 18. Poverty (40% nationally), limited access to legal and social protection (only 11% of the population covered), unemployment, underemployment, informality, lack of decent work opportunities, and low wages all contribute to child labor's prevalence, especially in rural areas. +Sustaining progress requires concerted efforts to address legal gaps, strengthen social protection, promote decent work opportunities, and improve access to essential services. A multipronged approach targeting root causes is crucial for achieving sustainable impact in eliminating child labor in Nigeria. Financial inclusion plays a crucial role in tackling the root causes of child labor by empowering families to escape poverty and achieve economic security. Access to financial services, such as savings accounts, insurance and credit, can help households build assets, invest in their livelihoods and meet their basic needs without resorting to child labor. In addition, the Durban 2022 Call to Action stresses the importance of addressing decent work deficits and income poverty in supply chains to mitigate the risk of child labor. +The latest data (World Bank) on financial inclusion in Nigeria indicates that access to financial services increased from 30% to 45% between 2011 and 2021. But there are still significant challenges, including gender gaps and a heavy reliance on cash payments. In addition, promoting decent work opportunities for adults and young people of legal working age can reduce the pressure on families to resort to child labor. +Nigeria has taken commendable steps to address child labour. However, sustained efforts are needed to achieve lasting impact. Addressing legal framework gaps, expanding social protection, and tackling broader economic challenges are crucial. Continued international collaboration will be vital in supporting Nigeria's efforts to eliminate child labour and ensure a brighter future for its children. Combating child labor requires a multi-faceted approach that goes beyond monitoring and cleaning up workplaces. +Context: +The second phase of the International Labour Organization (ILO) project Accelerating Action for the Elimination of Child Labor in African Supply Chains (ACCEL Africa 2023-2028) has the overall objective of accelerating the elimination of child labor in Africa through targeted actions in selected supply chains in Côte d'Ivoire, Ghana, Kenya, Mali, Nigeria and Uganda. In Nigeria the project will focus on the value chain of cocoa and gold. +Nigeria remains the fourth-largest producer of cocoa beans globally and the fifth-largest exporter. A situational analysis of child labour in cocoa farming communities in Ondo State, conducted during the first phase of the Project, found that 98.5 per cent of children surveyed were engaged in cocoa production activities including hazardous work (ILO 2021). +The mining sector in Nigeria is relatively underdeveloped but provides an important source of livelihoods in the country. A value chain analysis of Nigeria’s AGSM sector, conducted during the first phase of the Project, found that children are extensively used in the various aspects of mining activities, including working as miners, transporters, millers, washers, errand boys, vendors, and operators of bellows in smelting (ILO 2022). +To achieve its objective, the project uses an innovative systems-building approach to tackling child labor that moves away from downstream project-based interventions to strengthen existing systems that are essential for tackling the root causes of child labor. The project aims to achieve three outcomes at sub-national, national, regional and global levels: +Policy, legal and institutional frameworks are improved and implemented to combat child labor in global supply chains; +Innovative, evidence-based solutions that address the root causes of child labor in supply chains are institutionalized; and +Strategies to address the root causes of child labor in global supply chains are scaled up through knowledge sharing, partnerships and funding. + +At each level, it will target the root causes of child labor, including access to social protection, decent work for adults, improved livelihoods, the transition from school to decent work for young people, and a safe and healthy working environment. +To kickstart the social finance component of the second phase of the ACCEL project and facilitate the implementation of the social finance intervention model in Nigeria, the project is enlisting the expertise of a social finance consultant. +Work description +Part 1: Launch ACCEL Africa second phase in Nigeria (15 days) from 1/07/2024 to 14/09/2024 +Conduct a desk review and key informant interviews to update the labour demand and supply as the root causes for the use of child labour in selected supply chains in Nigeria. +Develop a solid pitch to reach out to pre-identified implementing partners service providers supply chain actors, and confirm their interests to collaborate with ACCEL Africa project to deliver, innovative solutions to lower tires of selected supply chains, +Organize meetings and strategic discussions with implementing partners, to prepare the launch of intervention. +Contribute to the selection of innovative solutions and related implementing partners and propose. A final project structure describing the roles and responsibilities of implementing partners and activities of workplan, +Contribute to the organisation and management of a workshop to launch social finance and livelihoods interventions in Nigeria. +Following the workshop developed terms of reference to open if needed a competitive process to select and contact for free. Identified service providers, including work plan of intervention activities description, timeline and budget. +Together with final selected implementing partners, including NGOs selected for livelihoods components co-developed the final implementation work plan. +Document, best practices of working with service providers and supply chain output, designing innovative solutions and delivery models. + +Part 2: Implementation of the Social Finance Intervention Model in Nigeria (35 days) from 15/09/2024 to 30/12/2024 +Engage with key stakeholders: Central Bank of Nigeria, Ministry of Finance, Regulators and supervisors, financial services providers and associations and also development partners to develop partnerships. +Co-develop an operational strategy and operational structure of a social finance innovation fund to support the implementation of selected innovative solutions aligned with the national financial inclusion strategy +Co-develop, adapt and implement training modules for regulators, key government bodies and financial services providers on microfinance and child labour. +Support the implementation of livelihood interventions and follow up key deliverables form the implementing partners. +Monitor and evaluate how child labour risk mitigation and prevention strategies are implemented within livelihoods interventions, and evaluate their contributions on child labour elimination. +Develop, a knowledge management plan and capture emerging practices in three knowledge sharing products. + +Qualification +Minimum of Master's degree in related area (preferably economics or finance); +Minimum of 5 years of relevant experience in international development or related field; +Good understanding and familiarity with key principles and trends in financial inclusion, financial literacy and education, access to finance, financial consumer protection, credit infrastructure, and/or digital financial services is a must; +Experience in conducting assessment on the Assessment of Financial and Non-Financial Service Providers in Nigeria, is required; +Experience in designing intervention related to child labour and microfinance in Nigeria, is required; +Experience in results measurement / monitoring & evaluation, is required; +Experience in organizing, budgeting, and coordinating meetings and learning events, +including setting up the logistics and managing attendees is desired; +Strong communication skills (in both written and oral English) with a track record of engaging with diverse audiences; additional language fluency is an advantage; +Proven experience using power-point presentations and excel to visually communicate high-level concepts into clear policy communications; +Demonstrated commitment to teamwork and working with multidisciplinary teams, but also ability to self-direct work and deliver high-quality final products independently. + +Part 3: Remuneration and Timeframe +The consultant will work for 50 working days running within 1st of July to 30th December 2024. The consultant should send us a proposed workplan, proposal and financial offer for the work. Consultant should provide daily rate required (negotiable in line with available budget). +The Payments will be made in Naira and the instalments will be distributed as follows: +Labour. + +In addition, upon signature of the contract, the consultant will receive a lump sum to cover his/her communication and logistic costs. For Trainings, the project will cover related logistic costs and the consultant will only receive DSA (calculated by ILO in accordance with standard rate as provided by the Nigeria Government). Any instalment or final payments will be made at defined milestones or after submission of Technical Reports. + + How to apply + Interested consultants should submit below mentioned documents only by email to the address:onic@ilo.org and eke@ilo.org not later than June 14, 2024, at 6 p.m. (Nigeria time). +• An updated Curriculum Vitae +• An application letter including remuneration requirements (daily rate), communication and logistics cost. Applications not including all the above information will not be reviewed. Only short-listed candidates will be contacted. +Confidentiality: The consultant is required to respect strict confidentiality vis-à-vis third parties, for any information relating to the assignment or collected on its occasion (no reproduction/ dissemination reports or documents is allowed). Failure to comply with this clause will result in immediate termination of the assignment. This strict confidentiality remains the rule, without limitation, after the end of the assignment. + \ No newline at end of file diff --git a/jobtagger/4065227.txt b/jobtagger/4065227.txt new file mode 100644 index 000000000..8a692ea0b --- /dev/null +++ b/jobtagger/4065227.txt @@ -0,0 +1,39 @@ +Regional Program and Finance Coordinator ToGETHER +in Bonn +The position is to be filled as soon as possible, with a contract duration of three years. Employment location will be Bonn, Germany. +The ToGETHER program (Towards Greater Effectiveness and Timeliness in Humanitarian Emergency Response) aims to continue fostering localization of humanitarian action. In this program 40 local/national organizations from eight countries and four international organizations from Germany will continue working in close collaboration. +As Regional Program & Finance Coordinator you will be responsible for the management of quality, timeliness, and risks regarding programming, operations, MEAL, communication, advocacy, and finance workstreams of the ToGETHER Country Project Units and their work with Local Humanitarian Partners in Ethiopia and Pakistan. These responsibilities will be executed in close cooperation and collaboration with the respective Welthungerhilfe (WHH) country office management. +Your responsibilities +Coordination of WHH ToGETHER CPUs activities according to logframe, and orientation on templates, ToRs according to planned milestones, including monitoring of schedules and milestones +Coordination of partner engagement processes incl. review and follow up of results of the partner assessments in ToGETHER country projects, the timely implementation of the partner assessment +Assuring contract compliance and general compliance of Local Humanitarian Partners (LHP) in the respective countries +Assure guideline and process compliance, reporting quality, reporting timeliness and risk management on all operations +Organization of regional workshops/conferences to exchange best practices and innovative approaches of the program +Regular reporting on programming, operational, MEAL, communication, and advocacy work to ToGETHER PMU, respective WHH country management and to Welthungerhilfe line management +Support the operationalization of peer review mechanisms at consortium level, the development and operationalizing of a communication and visibility plan for the program, and the conception and operationalization of publications and media products +Identifying potential program risks, monitoring risks, and reporting regularly to the WHH country office management, ToGETHER PMU coordination, WHH line management and WHH risk management system +Manage the quality, timeliness and risks of financial resources and activities implemented by WHH ToGETHER and their local humanitarian partners in the respective countries +Coordinate work on all financial documents related to ToGETHER country projects including archiving of all partner related documents, reports etc. in the WHH project management & information system +Support in preparing and managing contracts, budgets and contracts and budget amendments with local humanitarian partners in line with internal and external standards +Review and analyse monthly budget monitoring reports for the respective countries as well as Coordination and quality assurance of budget planning +Ensuring the immediate implementation of the recommendations for external audits and supporting the implementation of future audits + +Your profile +A university or college degree in a relevant field or an equal qualification corresponding to the position (including e.g. business administration and/or controlling) +A minimum of 3 years’ professional experience in working in humanitarian action including programmatic and financial management of projects +Experience in complex program management settings +Coordination experience in complex multi-country programmes +Experience in working with local partners in humanitarian contexts +Experience in humanitarian networking and positioning +Experience in capacity sharing +Excellent communication skills in a culturally diverse setting +Ability to work under pressure and willingness to frequently travel to areas with volatile local conditions +Excellent spoken and written English; German language skills are an asset + +Our offer +We offer you the opportunity to work in a responsible and interesting field as part of an extremely dedicated team. Welthungerhilfe attaches great importance to the personal and professional development of its employees and the balance of their work and private life. This includes flexible working hours as well as working from home. Remuneration is based on our gender-independent salary scale. In addition, Welthungerhilfe offers numerous other benefits, which are listed under "Our benefits". +Please send your application via our online recruiting system by June 9, 2024.Your contact person is Nawid Ketabi. Welthungerhilfe is committed to fighting terrorism in all its activities. Accordingly, any applicant who is offered employment will be screened against lists of known and suspected terrorists. + + How to apply + Please send your application via our online recruiting system by June 9, 2024. + \ No newline at end of file diff --git a/jobtagger/4065235.txt b/jobtagger/4065235.txt new file mode 100644 index 000000000..0b5a98d44 --- /dev/null +++ b/jobtagger/4065235.txt @@ -0,0 +1,21 @@ +World Vision International + +With over 70 years of experience, our focus is on helping the most vulnerable children overcome poverty and experience fullness of life. We help children of all backgrounds, even in the most dangerous places, inspired by our Christian faith. + +Come join our 34,000+ staff working in nearly 100 countries and share the joy of transforming vulnerable children’s life stories! + +Here’s where you come in: + +As Regional Senior Auditor, you will provide technical supervision, support and coordination of the Region’s Internal Auditors, as well as performing managerial duties in the absence of, or as delegated by the Regional Audit Managers (RAMs). + +In addition, you will provide an independent objective assurance and consulting activity designed to add value and improve the organization’s operations. This will be done by using a systematic approach to evaluate and improve the effectiveness of risk management, internal control and governance processes of the Organization. + +Requirements include: + +Bachelor's degree in Audit, Accounting, Finance or related field. +Professional audit certifications (ACCA/CPA/CIA/CISA/CFE) finalized or in advanced stage of certification process. +Must have prior working experience in audit (Public or private) of not less than four years in a recognized organization, two of which should be at a senior supervisory level. Experience in accredited audit firms and/or in a Non-Governmental organization will be an added advantage. +Proven experience in Risk Based Auditing +Must be able to effectively work with new and changing situations including new regulations, where there may not always be a readily apparent solution. +Excellent presentation, analytical, interpersonal, time management, research, and communications skills. + diff --git a/jobtagger/README.md b/jobtagger/README.md new file mode 100644 index 000000000..efc518169 --- /dev/null +++ b/jobtagger/README.md @@ -0,0 +1,198 @@ +# Job tagger testing + +Test executed using `text-embedding-3-small`. + +## Run it + +```bash +drush cr +drush scr jobtagger/tagjob.php -- 4056746 +drush scr jobtagger/tagjob.php -- 4059289 +drush scr jobtagger/tagjob.php -- 4058804 +drush scr jobtagger/tagjob.php -- 4058473 +drush scr jobtagger/tagjob.php -- 4057645 +``` + +## Results + +| Id | Link | Selected category | AI category | +| - | - | - | - | +| 4056746 | https://reliefweb.int/job/4056746/arts-teacher | Program/Project Management | Monitoring and Evaluation | +| 4059289 | https://reliefweb.int/job/4059289/logistics-manager-nairobi | Logistics/Procurement | Donor Relations/Grants Management | +| 4058804 | https://reliefweb.int/job/4058804/physiotherapist | Program/Project Management |Human Resources | +| 4058473 | https://reliefweb.int/job/4058473/legal-officer-re-opening | Administration/Finance | Donor Relations/Grants Management | +| 4057645 | https://reliefweb.int/job/4057645/assistant-transport-optimization-officer-unops-lica8-budapest | Logistics/Procurement | Human Resources | +| 4059325 | https://reliefweb.int/job/4059325/people-and-culture-manager | Human Resource | **Human Resource** | +| 4059225 | https://reliefweb.int/job/4059225/compensation-benefits-analyst | Human Resource | **Human Resource** | +| 4059164 | https://reliefweb.int/job/4059164/recruitment-and-social-media-assistant | Human Resource | **Human Resource** | +| 4059360 | https://reliefweb.int/job/4059360/refugee-status-determination-volunteer-legal-advisor | Advocacy/Communications | Human Resources | +| 4059377 | https://reliefweb.int/job/4059377/protection-field-officer-1 | Advocacy/Communications | Human Resources | +| 4059774 | https://reliefweb.int/job/4059774/casework-supervisor-hsprs | Advocacy/Communications | | +| 4060112 | https://reliefweb.int/job/4060112/program-associate | Donor Relations/Grants Management | | +| 4065235 | https://reliefweb.int/job/4065235/regional-senior-auditor | Administration/Finance | | + +https://reliefweb.int/job/4059374/chet-project-manager + +## Raw results + +Bold one is the one picked by an editor. + +## Results for 4056746 + +| Category | Percentage | +| -------- | ---------- | +| Monitoring and Evaluation | 24.17 | +| Donor Relations/Grants Management | 23.44 | +| Advocacy/Communications | 22.45 | +| Human Resources | 20.75 | +| Information and Communications Technology | 16.9 | +| **Program/Project Management** | 16.69 | +| Administration/Finance | 16.57 | +| Logistics/Procurement | 15.61 | +| Information Management | 15.29 | + +## Results for 4059289 + +| Category | Percentage | +| -------- | ---------- | +| Donor Relations/Grants Management | 44.96 | +| **Logistics/Procurement** | 35.47 | +| Human Resources | 34.18 | +| Advocacy/Communications | 32.62 | +| Monitoring and Evaluation | 30.92 | +| Program/Project Management | 30 | +| Administration/Finance | 29.76 | +| Information Management | 29.08 | +| Information and Communications Technology | 25.51 | + +## Results for 4058804 + +| Category | Percentage | +| -------- | ---------- | +| Human Resources | 27.35 | +| Monitoring and Evaluation | 27.27 | +| Donor Relations/Grants Management | 25.15 | +| Information Management | 24.72 | +| Advocacy/Communications | 22.89 | +| Administration/Finance | 22.1 | +| **Program/Project Management** | 21.48 | +| Information and Communications Technology | 19.54 | +| Logistics/Procurement | 17.65 | + +## Results for 4058473 + +| Category | Percentage | +| -------- | ---------- | +| Donor Relations/Grants Management | 27.98 | +| Advocacy/Communications | 27.72 | +| Human Resources | 23.25 | +| **Administration/Finance** | 21.2 | +| Information Management | 20.12 | +| Program/Project Management | 18.24 | +| Logistics/Procurement | 17.65 | +| Monitoring and Evaluation | 17.18 | +| Information and Communications Technology | 14.68 | + +## Results for 4057645 + +| Category | Percentage | +| -------- | ---------- | +| Human Resources | 31.55 | +| Administration/Finance | 30.33 | +| Program/Project Management | 28.03 | +| Information Management | 27.89 | +| Donor Relations/Grants Management | 27.57 | +| Advocacy/Communications | 27.12 | +| **Logistics/Procurement** | 26.67 | +| Information and Communications Technology | 25.79 | +| Monitoring and Evaluation | 22.6 | + +## Results for 4059325 + +| Category | Percentage | +| -------- | ---------- | +| **Human Resources** | 42.77 | +| Donor Relations/Grants Management | 29.75 | +| Monitoring and Evaluation | 25.98 | +| Advocacy/Communications | 25.75 | +| Administration/Finance | 24.05 | +| Program/Project Management | 22.86 | +| Information Management | 17.46 | +| Logistics/Procurement | 16.69 | +| Information and Communications Technology | 15.32 | + +## Results for 4059225 + +| Category | Percentage | +| -------- | ---------- | +| **Human Resources** | 45.31 | +| Donor Relations/Grants Management | 24.64 | +| Advocacy/Communications | 23.15 | +| Logistics/Procurement | 19.49 | +| Program/Project Management | 17.15 | +| Administration/Finance | 16.01 | +| Monitoring and Evaluation | 15.91 | +| Information and Communications Technology | 15.33 | +| Information Management | 14.5 | + +## Results for 4059164 + +| Category | Percentage | +| -------- | ---------- | +| **Human Resources** | 43.84 | +| Advocacy/Communications | 29.14 | +| Donor Relations/Grants Management | 28.34 | +| Administration/Finance | 25.33 | +| Program/Project Management | 23.96 | +| Information Management | 22.2 | +| Monitoring and Evaluation | 22.15 | +| Information and Communications Technology | 20.17 | +| Logistics/Procurement | 18.68 | + +## Results for 4059360 + +| Category | Percentage | +| -------- | ---------- | +| Human Resources | 30.32 | +| **Advocacy/Communications** | 23.16 | +| Donor Relations/Grants Management | 21.84 | +| Monitoring and Evaluation | 20.27 | +| Program/Project Management | 17.65 | +| Information Management | 13.19 | +| Administration/Finance | 10.91 | +| Information and Communications Technology | 7.56 | +| Logistics/Procurement | 6.83 | + +## Results for 4059377 + +| Category | Percentage | +| -------- | ---------- | +| Human Resources | 35.21 | +| Donor Relations/Grants Management | 33.89 | +| **Advocacy/Communications** | 30.42 | +| Information Management | 28.08 | +| Monitoring and Evaluation | 25.63 | +| Program/Project Management | 23.92 | +| Information and Communications Technology | 21.72 | +| Administration/Finance | 19.85 | +| Logistics/Procurement | 16.34 | + +## Results for 4059374 + +| Category | Percentage | +| -------- | ---------- | +| Human Resources | 44.58 | +| Monitoring and Evaluation | 28.77 | +| Advocacy/Communications | 28.68 | +| Program/Project Management | 27.13 | +| Information Management | 24.89 | +| Donor Relations/Grants Management | 23.74 | +| Information and Communications Technology | 22.25 | +| Logistics/Procurement | 18.6 | +| Administration/Finance | 15.77 | + +## Definitions + +> Can you give a definition of the career category "Program/Project Management" + +> Can you give an example of a job posting for a "Program/Project Management" diff --git a/jobtagger/tagjob.php b/jobtagger/tagjob.php new file mode 100644 index 000000000..51cc6804c --- /dev/null +++ b/jobtagger/tagjob.php @@ -0,0 +1,92 @@ + 'field_example_job_posting', + //'theme', + ]; + foreach ($vocabularies as $vocabulary => $field_name) { + $mapping[$vocabulary] = []; + + $terms = \Drupal::entityTypeManager()->getStorage('taxonomy_term')->loadByProperties([ + 'status' => 1, + 'vid' => $vocabulary, + ]); + + /** @var \Drupal\taxonomy\Entity\Term $term */ + foreach ($terms as $term) { + $mapping[$vocabulary][$term->getName()] = $term->getDescription() ?? $term->getName(); + if ($term->hasField($field_name) && !$term->get($field_name)->isEmpty()) { + $mapping[$vocabulary][$term->getName()] = $term->get($field_name)->value; + } + $term_cache_tags = array_merge($term_cache_tags, $term->getCacheTags()); + + // This doesn't work, bodies are too generic. + // Get 5 example jobs. +// $job_ids = \Drupal::entityTypeManager()->getStorage('node')->getQuery() +// ->accessCheck(FALSE) +// ->condition('status', 1) +// ->condition('type', 'job') +// ->condition('field_career_categories', $term->id()) +// ->condition('field_job_type', 263) +// ->range(0, 5) +// ->sort('nid', 'ASC') +// ->execute(); +// +// print_r([$term->getName() => $job_ids]); +// $jobs = \Drupal::entityTypeManager()->getStorage('node')->loadMultiple($job_ids); +// foreach ($jobs as $job) { +// $mapping[$vocabulary][$term->getName()] .= "\n\n" . $job->get('body')->value; +// } + } + } + + $jobTagger = \Drupal::service('ocha_ai_tag.tagger'); + $data = $jobTagger + ->setVocabularies($mapping, $term_cache_tags) + ->tag($text, [OchaAiTagTagger::CALCULATION_METHOD_MEAN_WITH_CUTOFF], OchaAiTagTagger::AVERAGE_FULL_AVERAGE); + + $data = $data[OchaAiTagTagger::AVERAGE_FULL_AVERAGE][OchaAiTagTagger::CALCULATION_METHOD_MEAN_WITH_CUTOFF]; + + return $data['career_category']; +} + +/** @var \Drush\Drush $this */ +$id = $this->input()->getArguments()['extra'][1]; +$this->output()->writeln('Processing ' . $id); + +$filename = __DIR__ . '/' . $id . '.txt'; +if (!file_exists($filename)) { + $this->output()->writeln('File not found at ' . $filename); + + // fetch from production. + $url = 'https://reliefweb.int/node/' . $id; + $html = file_get_contents($url); + $crawler = new Crawler($html); + $class = $crawler->filter('.rw-article__content')->first(); + $data = []; + foreach ($class->children() as $child) { + $data[] = $child->nodeValue; + } + + $this->output()->writeln('File written to ' . $filename); + file_put_contents($filename, implode("\n", $data)); +} + +$text = file_get_contents($filename); +$data = processDoc($text); + +$this->output()->writeln('## Results for ' . $id); +$this->output()->writeln(''); +$this->output()->writeln('| Category | Percentage |'); +$this->output()->writeln('| -------- | ---------- |'); +foreach ($data as $category => $percentage) { + $this->output()->writeln('| ' . $category . ' | ' . round(100 * $percentage, 2) . ' |'); +}