Postings change quickly
Jobs are added, removed, refreshed, duplicated, renamed, or moved across boards every day.
// JOB BOARD DATA
Job Board
Job Board
Scraping
Managed job posting scraping for labor market intelligence, recruiting research, competitive hiring analysis, and workforce data workflows.
Scrapezilla collects public job listings and turns them into structured records for titles, employers, locations, skills, compensation, posting dates, and hiring signals.
Job postings
Skills data
Employer signals
Labor market trends
// THE PROBLEM
Hiring signals are spread across thousands of job pages
Job postings are valuable indicators of company growth, skill demand, compensation pressure, location trends, and market movement, but they are scattered across many public websites.
Scrapezilla structures job posting data
We build and maintain workflows that collect public job postings and deliver clean labor market records.
Location and remote status vary
Teams need normalized location, hybrid, remote, region, and office signals across inconsistent listings.
Skills are buried in text
Skills, certifications, seniority, tools, and requirements often live inside long job descriptions.
Manual tracking does not scale
Recruiting and research teams need recurring job data, not manual searches or stale exports.
// USE CASES
What Scrapezilla can collect from job boards
Collect job listing data from public job boards, company career pages, staffing sites, aggregators, and industry-specific hiring sources.
Job listing extraction
Collect job titles, employers, locations, descriptions, posting URLs, employment type, dates, and status.
Data fields
Title
Employer
Location
URL
Posted date
Skills and requirements parsing
Extract tools, technologies, certifications, seniority, experience requirements, and role responsibilities from descriptions.
Data fields
Skills
Tools
Seniority
Requirements
Certifications
Compensation monitoring
Collect public salary ranges, hourly rates, bonus language, benefits mentions, and compensation trends.
Data fields
Salary
Rate
Currency
Benefits
Timestamp
Company hiring intelligence
Track which companies are hiring, what roles they need, where they are expanding, and how posting volume changes.
Data fields
Company
Role
Department
Location
Volume
Competitive recruiting research
Monitor competitor hiring priorities, new teams, emerging skill demand, and recurring role patterns.
Data fields
Competitor
Team
Skills
Seniority
Trend
Lead and account signals
Use hiring activity to identify growing companies, budget signals, operational needs, or account opportunities.
Data fields
Account
Signal
Role
Source
Last seen
// BUSINESS OUTCOMES
Turn job postings into labor market intelligence
Scrapezilla helps teams move from manual job searches to structured, recurring job market datasets.
Track hiring demand
Monitor which roles, skills, departments, regions, and companies are growing.
Improve research
Build datasets for market research, workforce planning, competitive intelligence, and content analysis.
Feed lead workflows
Use public hiring activity as a signal for sales, recruiting, staffing, or account prioritization.
Reduce manual searches
Replace repetitive searches with scheduled collection, normalization, and delivery.
// PROCESS
How job board scraping projects work
Scrapezilla scopes each workflow around your sources, filters, fields, refresh schedule, and output requirements.
01 / FILTERS
Define roles and sources
Share the boards, career sites, search filters, roles, companies, markets, and fields you want to track.
02 / EXTRACT
Structure job records
We extract job data and normalize titles, locations, dates, employers, descriptions, and optional parsed signals.
03 / UPDATE
Deliver recurring feeds
Receive fresh job data and change signals on the cadence your team needs.
// DELIVERY
Delivery for recruiting and research teams
Scrapezilla can deliver job posting data into spreadsheets, databases, dashboards, and internal workflows.
CSV
Recurring exports for research, recruiting, staffing, and analysis teams.
API
Structured delivery into internal products, dashboards, and workflow tools.
Database
Historical job records for trend analysis, modeling, and reporting.
// WHY SCRAPEZILLA
Managed job data without scraping maintenance
Scrapezilla helps teams collect public job data while avoiding the ongoing burden of maintaining internal scrapers.
Custom filters
Track the boards, companies, roles, search terms, regions, and fields that match your business need.
Structured descriptions
Turn long, inconsistent job descriptions into useful records and optional parsed signals.
Recurring monitoring
Collect fresh postings and track changes as hiring markets move.
// RESPONSIBLE COLLECTION
Project scope matters
Scrapezilla focuses on responsible collection of publicly available web data and can work with your legal, privacy, and compliance requirements before a project begins.
Public web sources
Defined source list
Structured fields
Scheduled delivery
// GET STARTED
Need Job
Need Job
Board Data?
Tell us the job boards, career sites, search filters, fields, refresh schedule, and delivery format you need. Scrapezilla will help scope a job data workflow.