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💼 Job Market Intelligence

Scrape Job Listings From Every Job Board at Scale

Real‑time job titles, descriptions, salaries, required skills, and company info from LinkedIn, Indeed, Glassdoor, ZipRecruiter, and 100+ job platforms. Power your recruitment platform, market research, or talent intelligence tool with 99.9% accurate, structured job data.

50M+Jobs Scraped Monthly
100+Job Boards Covered
99.9%Field Accuracy
api.scraperscoop.com/jobs/v2
🟢 200 OK
GET /v2/jobs/search?title=software+engineer&location=remote&days=7
💻 Latest Software Engineer Jobs
Job TitleCompanyLocationSalarySource
Senior SWEGoogleRemote US$185KLinkedIn
Backend DeveloperStripeSan Francisco$170KIndeed
Full‑Stack EngAirbnbRemote$155KGlassdoor
500+Marketplaces
2,000+Happy Clients
99.9%Data Accuracy
24/7Real‑time Updates
50M+Daily API Calls
⚙️ Job Data Pipeline

How We Scrape Job Listings

From keyword search to clean, structured job feed — a resilient pipeline that handles dynamic job boards, pagination, and anti‑blocking.

Define Your Search

Provide job titles, keywords, companies, locations, or specific job board URLs. We'll map all the data fields you need.

Multi‑Board Aggregation

We rotate proxies across 100+ job boards, render JavaScript, paginate results, and avoid rate limits.

Normalize & Deduplicate

We standardize job titles, company names, salary formats, and remove cross‑posted duplicates automatically.

Receive Clean Data

API, CSV, JSON, or direct ATS/CRM sync — ready to power your job board, analytics, or talent platform.

📋 Extractable Job Fields

Comprehensive Job Listing Data Points

Every attribute a recruiter or job platform needs — captured accurately from 100+ sources.

💼

Job Title & Description

Full title, detailed description, responsibilities, and qualifications.

🏢

Company Details

Name, industry, size, website, and hiring team contact when publicly available.

📍

Location & Remote

City, state, country, "remote" flag, and hybrid/on‑site status.

💰

Salary Information

Base salary range, benefits, bonus, and equity details where listed.

🧠

Required Skills

Technologies, certifications, and experience levels extracted from the listing.

📅

Dates & Status

Posting date, closing date, and active/closed status.

🔗

Application Link

Direct URL to apply, source platform, and job ID.

📊

Job Type & Experience

Full‑time, contract, part‑time, seniority level, and travel requirements.

🎯 Recruitment Applications

How Businesses Use Job Data

From talent intelligence to job board creation — actionable insights powered by fresh job listing data.

🤖

Job Aggregation Platforms

Build your own job board or vertical search engine with a constant stream of fresh listings.

📊

Talent Market Research

Analyze hiring demand, salary trends, and required skills by industry and location.

🔍

Lead Generation for Recruiters

Identify companies actively hiring and enrich your candidate sourcing with live job data.

🧠

Skill Gap Analysis

Track which technologies and roles are growing to design training and workforce planning programs.

💼

Job Alerts & Matching

Power personalised job recommendations and email alerts with real‑time listing data.

📈

Competitive Intelligence

Monitor which competitors are hiring aggressively and what roles they are filling.

👥 Trusted By

Who Relies on Our Job Data

HR tech, staffing firms, and market analysts use our data pipelines to power their products and decisions.

💼

Recruitment Agencies

Find new client leads by spotting companies with open roles and enrich your talent database.

🤖

HR Tech Startups

Launch your job search engine or analytics platform with a ready‑to‑use data feed.

📊

Market Analysts

Track labour market trends, salary movements, and industry hiring health.

🏢

Large Employers

Benchmark your job descriptions and compensation against competitors’ public listings.

🎓

EdTech & Training Providers

Align course content with the most in‑demand skills extracted from live job posts.

🌐

Data Platforms

Monetise a high‑quality job listings feed or integrate it into your existing analytics product.

🌟 Why ScraperScoop

Why Choose ScraperScoop for Job Data

We deliver the most comprehensive, accurate, and fresh job listing data — purpose‑built for recruitment technology.

100+ Job Boards Covered

LinkedIn, Indeed, Glassdoor, ZipRecruiter, and niche industry boards — all unified in one feed.

99.9% Data Accuracy

Salary formats, job titles, and company names are cleaned and validated before delivery.

Skill Extraction Engine

Our NLP parses required skills, experience levels, and qualifications from raw descriptions.

Resilient & Anti‑Block

Auto‑rotating IPs, CAPTCHA solving, and smart pacing keep your job data flowing uninterrupted.

Flexible Integration

REST API, CSV, JSON, Parquet, or direct sync to your ATS, CRM, or data warehouse.

Compliance & Privacy

Only publicly posted jobs, GDPR/CCPA compliant, with full documentation for your legal team.

💎 Job Data Plans

Flexible Pricing for Job Data Extraction

From monitoring a few roles to powering a global job search engine — choose a plan that fits your hiring data needs.

Starter

$349/month

For small recruiters & niche job boards.

  • ✅ Up to 25,000 job listings/month
  • 5 job boards
  • ✅ Daily data refresh
  • ✅ CSV & JSON export
  • ✅ Email support
  • ✅ Basic deduplication
Get Started

Enterprise

Custom

For global job aggregators & data platforms.

  • Unlimited listings
  • ✅ Dedicated infrastructure
  • ✅ 99.99% SLA
  • ✅ Custom schemas
  • ✅ ATS & CRM integration
  • ✅ Dedicated account manager
  • ✅ Historical archives
Contact Sales

💡 Need a one‑time labour market study? Talk to us for a custom job data extraction project.

❓ Job Data FAQ

Common Questions About Job Listings Scraping

Everything you need to know before building your job data pipeline.

Yes — we extract only publicly posted job listings visible to any website visitor. Our operations comply with GDPR, CCPA, and platform terms. We never access private accounts or bypass authentication. We recommend consulting your legal counsel for your specific use case.

We cover 100+ job boards including LinkedIn, Indeed, Glassdoor, ZipRecruiter, Monster, CareerBuilder, Dice, and many niche industry job boards. Any public job listing site can be added upon request.

Yes, our NLP engine parses job descriptions to extract structured skills, technologies, certifications, and experience levels. This data is included in Professional and Enterprise plans.

Professional plans support updates as frequently as every hour. Enterprise clients receive near‑real‑time alerts for new and closed job listings. Starter plans include daily refresh.

Yes, we maintain archives of job listings, including salary ranges and posting durations. Enterprise clients can request backfills and historical hiring trend reports.

🚀 Start Your Job Data Project

Get a Free Job Listings Sample

Tell us your target roles and locations — we'll deliver a structured sample and a tailored quote within 2 hours.

  • Free consultation — No obligation, just expert advice on your hiring data needs
  • Sample job listings from your market — Verify accuracy and coverage firsthand
  • Custom quote — Based on job titles, boards, and refresh frequency
  • Fast activation — Most job scraping projects begin delivering within 48 hours

Start Extracting Data Today

Tell us your requirements and get a custom quote within 15 minutes.

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