# Career Jobs Search Scraper (`jobsapi/career-jobs-search-scraper`) Actor Scrape job listings from CareerBuilder.com. Extract job titles, companies, locations, salary estimates, job types, and descriptions for job market research and recruitment intelligence. - **URL**: https://apify.com/jobsapi/career-jobs-search-scraper.md - **Developed by:** [Jobs API](https://apify.com/jobsapi) (community) - **Categories:** Jobs, Automation, Developer tools - **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing Pay per usage This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-usage ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## Career Jobs Search Scraper Extract job listings from LinkedIn via the Career Jobs API. Collect job titles, companies, locations, salaries, descriptions, AI-enriched fields, and company intelligence data. ### Features - **Keyword search** — find jobs by keyword, search term, or role - **Location filtering** — narrow results to specific cities, regions, or countries ### Use Cases - **LinkedIn job market intelligence** — track hiring volumes, salaries, and in-demand skills across countries and industries - **Talent sourcing and recruitment analytics** — source candidates from LinkedIn with AI-enriched insights on skills, experience, and compensation - **Competitive hiring intelligence** — monitor competitor job postings, organizational growth signals, and team changes - **AI-powered employment trend tracking** — analyze geographic hiring patterns, remote work prevalence, and industry shifts using enriched taxonomy data ### Sample Input ```json { "query": "software engineer", "keywords": "React, TypeScript", "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] } } ```` ### Sample Output ```json { "jobTitle": "Senior Frontend Engineer", "companyName": "Acme Corp", "location": "New York, New York, United States", "postedDate": "2026-06-22", "jobUrl": "https://www.linkedin.com/jobs/view/123456", "description": "We are looking for a Senior Frontend Engineer with expertise in React and TypeScript...", "searchQuery": "React, TypeScript", "searchLocation": "New York", "scrapedAt": "2026-06-24T12:00:00.000Z" } ``` ### Input | Field | Type | Default | Required | Description | |-------|------|---------|----------|-------------| | `query` | string | `developer` | | Job search query (e.g. 'software engineer'). | | `keywords` | string | `developer` | ✓ | Alternative keywords for job search. | | `proxyConfiguration` | object | `{"useApifyProxy":true,"apifyProxyGroups":["RESIDENTIAL"]}` | | Proxy settings for the scraper. Apify Residential proxy recommended. | | `targetLocations` | array | `[]` | | Enter specific cities for job search (e.g., New York, Austin). | | `companyName` | string | ``| | Enter the company name to filter job listings. | | `locationName` | string |`` | ✓ | Enter the city or region. | | `includeKeyword` | string | \`\` | | Comma-separated keywords (e.g., React, Next.js). | | `pagesToFetch` | integer | `1` | ✓ | Number of pages to scrape. | | `jobType` | string | - | | Select job type. | | `datePosted` | string | `all` | | Choose time range. | | `timeRange` | string | `7d` | | Select the time range for job listings. | | `limit` | integer | `10` | | Maximum number of jobs to return per run. | | `removeAgency` | boolean | - | | Filter out recruitment agencies, job boards and other low quality sources | | `recruiterOnly` | boolean | `false` | | Only return jobs that include a `recruiter_url` (a LinkedIn profile link to the recruiter who posted the job). | | `titleSearch` | array | - | | Array of job titles to search for. | | `titleExclusionSearch` | array | - | | Array of job titles to exclude. | | `locationSearch` | array | - | | Array of locations to search for. | | `locationExclusionSearch` | array | - | | Array of locations to exclude. | | `descriptionSearch` | array | - | | Array of terms to search in job title & description. | | `descriptionExclusionSearch` | array | - | | Array of terms to exclude from job title & description. | | `organizationSlugFilter` | array | - | | Filter by LinkedIn organization slugs (exact match). | | `organizationSlugExclusionFilter` | array | - | | Exclude jobs from specific LinkedIn organization slugs (exact match). | | `organizationSearch` | array | - | | Array of organization names to search for. | | `organizationExclusionSearch` | array | - | | Array of organization names to exclude. | | `descriptionType` | string | `text` | | Format of the job description. | | `datePostedAfter` | string | - | | Filter jobs posted on or after a specific date. | | `seniorityFilter` | array | - | | Filter English speaking countries by seniority level. | | `noDirectApply` | boolean | - | | Filter for jobs that do not have easy apply on LinkedIn. | | `directApply` | boolean | - | | Filter for jobs that can be applied to directly through LinkedIn Easy Apply | | `industryFilter` | array | - | | Filter by LinkedIn industries. | | `organizationEmployeesLte` | integer | - | | Maximum number of employees in the company | | `organizationEmployeesGte` | integer | - | | Minimum number of employees in the company | | `aiEmploymentTypeFilter` | array | - | | Filter by AI-derived employment type. | | `excludeATSDuplicate` | boolean | - | | Remove the majority of duplicate jobs between this API and the 'Career Site Job Listing API' actor. | | `populateAiRemoteLocation` | boolean | `false` | | Populates ai\_remote\_location with locations\_derived when ai\_remote\_location is empty. | | `populateAiRemoteLocationDerived` | boolean | `false` | | Populates ai\_remote\_location\_derived with locations\_derived when ai\_remote\_location\_derived is empty. | | `aiWorkArrangementFilter` | array | - | | Filter by work arrangement. | | `hasSalary` | boolean | - | | Filter for jobs with salary information only. | | `aiExperienceLevelFilter` | array | - | | Filter by years of experience | | `aiVisaSponsorshipFilter` | boolean | - | | Filter for jobs offering visa sponsorship only. | | `aiTaxonomiesFilter` | array | - | | Filter by AI taxonomies | | `aiTaxonomiesPrimaryFilter` | array | - | | Filter by primary AI taxonomy | | `aiTaxonomiesExclusionFilter` | array | - | | Exclude jobs by AI taxonomies. | | `industryExclusionFilter` | array | - | | Exclude jobs from these LinkedIn industries. | | `organizationSizeFilter` | array | - | | Filter by LinkedIn company-size bucket. | | `aiLanguageFilter` | array | - | | Filter by the AI-detected language of the job description. | | `hasNoLocation` | boolean | `false` | | When true, returns only jobs with no normalized location. | | `remote` | boolean | - | | Deprecated in favor of AI Work Arrangement (aiWorkArrangementFilter). | | `EmploymentTypeFilter` | array | - | | Deprecated in favor of AI Employment Type (aiEmploymentTypeFilter). | | `aiHasSalary` | boolean | - | | Deprecated alias of hasSalary. Filter for jobs with salary information only. | | `proxyConfiguration` | object | Apify Residential | | Proxy settings for the scraper. Apify Residential proxy is recommended for best results. | ### Output | Field | Description | |-------|-------------| | `jobTitle` | Job Title | | `companyName` | Company Name | | `location` | Job Location | | `postedDate` | Posted Date | | `jobUrl` | Job URL | | `description` | Job Description | | `searchQuery` | search Query | | `searchLocation` | search Location | | `scrapedAt` | scraped At | | `id` | ID | | `date_posted` | Date Posted | | `date_created` | Date Created | | `title` | Title | | `organization` | Organization | | `organization_url` | Organization URL | | `date_valid_through` | Valid Through | | `locations` | Locations | | `location_type` | Location Type | | `location_requirements` | Location Requirements | | `salary` | Salary | | `employment_type` | Employment Type | | `url` | URL | | `source_type` | Source Type | | `source` | Source | | `source_domain` | Source Domain | | `organization_logo` | Organization Logo | | `cities_derived` | Cities | | `regions_derived` | Regions | | `countries_derived` | Countries | | `counties_derived` | Counties | | `locations_derived` | Derived Locations | | `timezones_derived` | Timezones | | `lats_derived` | Latitudes | | `lngs_derived` | Longitudes | | `recruiter_name` | Recruiter Name | | `recruiter_title` | Recruiter Title | | `recruiter_url` | Recruiter URL | | `org_linkedin_headcount` | LinkedIn: Organization Employees | | `org_linkedin_website` | LinkedIn: Organization URL | | `org_linkedin_size` | LinkedIn: Organization Size | | `org_linkedin_slogan` | LinkedIn: Organization Slogan | | `org_linkedin_industry` | LinkedIn: Organization Industry | | `org_linkedin_followers` | LinkedIn: Organization Followers | | `org_linkedin_headquarters` | LinkedIn: Organization Headquarters | | `org_linkedin_type` | LinkedIn: Organization Type | | `org_linkedin_founded_date` | LinkedIn: Organization Founded Date | | `org_linkedin_specialties` | LinkedIn: Organization Specialties | | `org_linkedin_locations` | LinkedIn: Organization Locations | | `org_linkedin_description` | LinkedIn: Organization Description | | `org_linkedin_recruitment_agency_derived` | LinkedIn: Is Recruitment Agency | | `seniority` | Seniority Level | | `direct_apply` | Easy Apply | | `org_linkedin_slug` | LinkedIn: Organization Slug | | `linkedin_id` | LinkedIn ID | | `ai_salary_currency` | AI: Salary Currency | | `ai_salary_value` | AI: Salary Value | | `ai_salary_min_value` | AI: Min Salary | | `ai_salary_max_value` | AI: Max Salary | | `ai_salary_unit_text` | AI: Salary Unit | | `ai_benefits` | AI: Benefits | | `ai_experience_level` | AI: Experience Level | | `ai_work_arrangement` | AI: Work Arrangement | | `ai_work_arrangement_office_days` | AI: Office Days | | `ai_remote_location` | AI: Remote Location | | `ai_remote_location_derived` | AI: Derived Remote Location | | `ai_key_skills` | AI: Key Skills | | `ai_hiring_manager_name` | AI: Hiring Manager | | `ai_hiring_manager_email_address` | AI: Hiring Manager Email | | `ai_core_responsibilities` | AI: Core Responsibilities | | `ai_requirements_summary` | AI: Requirements Summary | | `ai_working_hours` | AI: Working Hours | | `ai_employment_type` | AI: Employment Types | | `ai_job_language` | AI: Job Language | | `ai_visa_sponsorship` | AI: Visa Sponsorship | | `ai_keywords` | AI: Keywords | | `ai_taxonomies_a` | AI: Taxonomies | | `ai_education` | AI: Education Requirements | | `no_jb_schema` | No JB Schema | | `ats_duplicate` | ATS Duplicate | | `description_text` | Description Text | | `description_html` | Description HTML | ### Notes - **Proxy**: Residential proxy is highly recommended - **Rate limits**: Keep `pagesToFetch` reasonable per run to avoid IP bans - **Scheduling**: Use Apify Scheduler to run this actor on a recurring basis # Actor input Schema ## `query` (type: `string`): Job search query (e.g. 'software engineer'). ## `keywords` (type: `string`): Alternative keywords for job search. ## `proxyConfiguration` (type: `object`): Optionally, use Apify Proxy or custom HTTP proxy to avoid IP address-based blocking. ## Actor input object example ```json { "query": "developer", "keywords": "developer", "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "IN" } } ``` # Actor output Schema ## `dataset` (type: `string`): No description # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "IN" } }; // Run the Actor and wait for it to finish const run = await client.actor("jobsapi/career-jobs-search-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "proxyConfiguration": { "useApifyProxy": True, "apifyProxyGroups": ["RESIDENTIAL"], "apifyProxyCountry": "IN", } } # Run the Actor and wait for it to finish run = client.actor("jobsapi/career-jobs-search-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "IN" } }' | apify call jobsapi/career-jobs-search-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=jobsapi/career-jobs-search-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Career Jobs Search Scraper", "description": "Scrape job listings from CareerBuilder.com. Extract job titles, companies, locations, salary estimates, job types, and descriptions for job market research and recruitment intelligence.", "version": "0.0", "x-build-id": "4IbKOUpAQxKjUVAM2" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/jobsapi~career-jobs-search-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-jobsapi-career-jobs-search-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/jobsapi~career-jobs-search-scraper/runs": { "post": { "operationId": "runs-sync-jobsapi-career-jobs-search-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/jobsapi~career-jobs-search-scraper/run-sync": { "post": { "operationId": "run-sync-jobsapi-career-jobs-search-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "required": [ "keywords" ], "properties": { "query": { "title": "Search Query", "type": "string", "description": "Job search query (e.g. 'software engineer').", "default": "developer" }, "keywords": { "title": "Keywords", "type": "string", "description": "Alternative keywords for job search.", "default": "developer" }, "proxyConfiguration": { "title": "Proxy Configuration", "type": "object", "description": "Optionally, use Apify Proxy or custom HTTP proxy to avoid IP address-based blocking.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "IN" } } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```