Google Jobs Search Scraper
Pricing
from $2.99 / 1,000 job listing scrapeds
Scrape job listings from Google Jobs (via Google Search) by keyword and location with country and language targeting. Extracts job title, company, location, salary range, job type, date posted, and application URL — perfect for job market research and recruitment intelligence.
All notable changes to the Google Jobs Scraper are documented here.
google.com/webhp first to establish session and dismiss consent before searching.apify.w3crawler.com) for session fetch, save, success/failure reporting.sorry/ page detection with clear error messaging.nullable: true, descriptions, examples, and 4 standard dataset views (Overview, Lead Generation, Analytics, Export).channel: 'chrome' to use bundled Chromium for Docker compatibility.debugMode): Saves screenshot, HTML snapshot, and console logs when enabled.accountId): Input field to pin a specific cookies server session.SESSION_API_BASE, SESSION_API_USER, SESSION_API_PASS in actor.json.google.com/webhp) before search URL to mitigate consent wall.CheerioCrawler-based architecture using GOOGLE_SERP proxy group with ibp=htl;jobs parameter.src/main.js - entry point with input validation, proxy setup, and crawler init.src/routes.js - Crawlee router factory.src/routes/handlers.js - page handler with job listing extraction and pagination.src/extractors/ - job title, company, location, salary, and posted date extraction.src/filters/index.js - deduplication utilities.src/schema/input.js - input validation (query, location, maxItems, gl, hl).src/utils/index.js - buildJobsUrl and shared helpers.src/errors/ - ScraperError, ErrorTypes, ErrorHandler..actor/actor.json, input_schema.json, dataset_schema.json for Apify platform compatibility.validate-datasets.js for local dataset output validation.Dockerfile for Apify platform deployment.README.md with full Apify usage guide.