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Jobs & Talent Intelligence

Google Jobs Scraper ($4/1k): Salaries & Direct Apply Links

Extract Google Jobs listings across 80+ countries. Get job titles, companies, logos, parsed salary ranges, remote/hybrid tags, full descriptions, qualifications, benefits, and direct employer apply links (LinkedIn, Indeed, Greenhouse, Workday, Lever). $4.00 / 1,000 jobs.

Direct ATS Apply LinksParsed Salary Min/Max80+ Countries & Geo-TargetingCross-Query Deduplication
Pricing: $0.01 / item
•
Latency: Sub-Second
•
Export: CSV / Excel / JSON / API
•
GitHub Repo & Samples →
sample_output.json
{
  "jobId": "gjobs_fplVD6NzqcGb_8U",
  "title": "Senior Backend Software Engineer",
  "company": "Stripe",
  "companyLogo": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcR9_stripe_logo",
  "location": "New York, NY",
  "via": "via Greenhouse",
  "description": "Stripe is looking for a Senior Backend Software Engineer to help design, build, and scale our global financial infrastructure...",
  "postedAt": "1 day ago",
  "postedDate": "2026-10-17",
  "employmentType": "Full-time",
  "workplaceType": "Hybrid",
  "degreeRequirement": "Bachelor's degree",
  "salary": "$175K–$235K a year",
  "salaryMin": 175000.0,
  "salaryMax": 235000.0,
  "salaryCurrency": "USD",
  "salaryInterval": "YEAR",
  "isRemote": false,
  "benefits": [
    "Health insurance",
    "Dental insurance",
    "Vision insurance"
  ],
  "qualifications": [
    "5+ years of production backend engineering experience in Java, Go, Ruby, or Python",
    "Experience designing distributed systems with strict reliability and latency requirements",
    "BS/MS in Computer Science or equivalent practical experience"
  ],
  "responsibilities": [
    "Design, build, and maintain core payment APIs serving millions of businesses globally",
    "Collaborate across product and infrastructure teams to improve latency and uptime",
    "Mentor junior engineers and lead architectural reviews"
  ],
  "extensions": [
    "1 day ago",
    "$175K–$235K a year",
    "Full-time"
  ],
  "applyUrl": "https://boards.greenhouse.io/stripe/jobs/6192837",
  "directApplyUrl": "https://boards.greenhouse.io/stripe/jobs/6192837",
  "applyOptions": [
    {
      "title": "Apply on Greenhouse",
      "link": "https://boards.greenhouse.io/stripe/jobs/6192837"
    },
    {
      "title": "Apply on LinkedIn",
      "link": "https://www.linkedin.com/jobs/view/senior-backend-software-engineer-at-stripe-398172635"
    }
  ],
  "googleJobsUrl": "https://www.google.com/search?q=Software+Engineer+New+York,+NY&ibp=htl;jobs",
  "searchQuery": "Software Engineer",
  "searchLocation": "New York, NY",
  "country": "us",
  "scrapedAt": "2026-10-18T20:00:00+00:00"
}
Google Jobs Scraper ($4/1k): Salaries & Direct Apply Links Banner - UnitBytes Enterprise Web Data Engine

Engine Architecture

Key Extraction Capabilities

Built specifically for high-throughput enterprise pipelines with zero credential leakage.

01

One Scraper for Every Major Job Board

Simultaneously capture listings indexed from LinkedIn, Indeed, Glassdoor, ZipRecruiter, Built In, Wellfound, Greenhouse, Workday, Lever, Ashby, and corporate career portals.

02

Normalized Compensation Intelligence

Automatically parses raw salary badges into numeric salaryMin, salaryMax, ISO salaryCurrency (USD, EUR, GBP, CAD), and salaryInterval (YEAR, MONTH, HOUR).

03

Complete Descriptions & Structured Bullets

Extracts the full, untruncated job description alongside structured arrays for qualifications, responsibilities, and employee benefits.

04

Direct Employer & ATS Application Links

Captures every portal link in applyOptions and prioritizes direct ATS/employer URLs (directApplyUrl) ahead of generic job aggregators.

Developer & No-Code Automation

Integrate via Python SDK or 1-Click n8n Workflow

Run programmatically in 3 lines of Python or paste our ready-made workflow JSON directly onto your n8n canvas.

Python SDK • pip install apify-client
from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")

run_input = {
    "queries": ["Software Engineer"],
    "locations": ["New York, NY"],
    "language": "",
    "employmentTypes": []
}

run = client.actor("unitbytes/google-jobs-scraper").call(run_input=run_input)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item.get("title"), item.get("searchQuery"), item.get("postedDate"))
⚡ n8n Automation Blueprint All 23 n8n Templates →

Ready-to-Import n8n Workflow

Automate scheduled runs, normalize output fields, and pipe records directly into Google Sheets, Airtable, Slack, or OpenAI with zero code.

Pre-Wired 5-Node Pipeline:
Schedule → Set Token → UnitBytes API → CSV / Sheets
⬇ Download .json
Paste in n8n with Ctrl+V n8n.io/creators/unitbytes ↗

Technical Documentation

Frequently Asked Questions

Q: Why did a single query stop around 150–190 jobs?

Google Jobs enforces a server-side ceiling of ~150–190 listings per individual query + location stream. To collect thousands of jobs in a single run, provide multiple role variations in queries or multiple cities in locations.

Q: How does cross-search deduplication work?

When you batch multiple queries and locations, overlapping listings are automatically deduplicated in memory using Google's unique jobId. Each unique job is pushed to your dataset only once and billed only once.

Q: Why should I leave language empty for non-English countries?

In markets like Germany (de), the Netherlands (nl), France (fr), or Spain (es), forcing language: "en" causes Google Search to filter out local-language job postings. Leaving language empty ("") lets Google serve full localized results for the target country.

Q: What happens if my search matches 0 jobs or my budget cap is reached?

If a query returns zero matching jobs, the run finishes cleanly with exit code 0 and $0.00 in job-scraped charges. If your Apify run spending limit or maxJobs limit is reached mid-run, the Actor cleanly halts pagination and saves all collected jobs.

Related Data Engines

Complementary extractors built for the same intelligence stack.

View All 23 Engines →
Done-For-You Datasets • Custom Scrapers • Enterprise SLAs

Need Custom Google Jobs Scraper ($4/1k): Salaries & Direct Apply Links Data or a Dedicated Pipeline?

Need custom enterprise data integration, dedicated data pipelines, or high-volume warehouse exports? Tell us what data you need and we will deliver clean Excel / CSV / Google Sheets datasets, set up automated S3/BigQuery feeds, or build a custom pipeline for your team.

Option 1 • Fast Turnaround
Done-For-You CSV / Excel

Send us your search keywords, categories, or URLs. We run the extraction and email you a clean, ready-to-use Excel/CSV file within 24 hours.

Option 2 • Automated Stream
Scheduled Data Feeds

Hands-free daily, weekly, or real-time monitoring pushed directly to Google Sheets, Amazon S3, BigQuery, Snowflake, or Webhook.

Option 3 • Bespoke Build
Custom Scraper / New Site

Need custom fields added or a brand-new website reverse-engineered? We build, host, and maintain dedicated anti-bot engines.

Direct response from an engineer within 12 hours.
Prefer direct email? Write to us anytime at contact@unitbytes.com