Job boards and hiring signals at scale
Jobs & Hiring Data
Track hiring trends from public job boards with Piloterr. Talent intelligence and sales teams spot growth signals before press releases.
- Collect role title, company, location, salary hints, and post date
- Monitor competitor career pages and aggregator listings
- Build time-series of open roles by department or geo
Roles
normalized fields
Boards
public job sources
0
credits on failed requests
Daily
hiring pulse
Job platforms that throttle automated access
Job boards throttle bots and paginate heavily. Piloterr walks search results and detail pages with stealth rendering.
- Handle infinite scroll and filter-based search URLs
- Geo-target localized job aggregators
- Retry when boards A/B test anti-bot layouts
Normalized job records for analytics
Normalize employment type, seniority hints, and remote flags into JSON for ATS analytics and sales trigger workflows.
- Dedupe reposted roles by company + title hash
- Track first-seen date for velocity metrics
- Webhook sales when target accounts spike openings
How teams use Piloterr for jobs & hiring data
Recruiters and GTM teams use hiring velocity as a leading indicator with Piloterr.
Company lists
Track hiring at ICP accounts.
Daily job sweep
Refresh open roles catalog.
Role fields
Title, location, salary snippet, date.
Sales & HR analytics
CRM and workforce dashboards.
Many employers
Parallel board searches.
Hiring spikes
Notify when openings jump week over week.
API-first
400+ endpoints or any URL in one REST call
Production scale
Parallel jobs without proxy or browser ops
Protected targets
Managed anti-bot bypass and smart retries
Fair billing
Pay only for successful API requests
Frequently asked questions
Everything you need to know before integrating.
Can you scrape salary ranges when shown?
If employers publish ranges in public HTML or JSON-LD, schemas can capture them. Many boards hide salary behind clicks.
Is job listing scraping legal?
Public job ads are generally accessible. Avoid applying to jobs automatically and respect board terms.
How to detect hiring spikes?
Store daily counts per company; alert when seven-day rolling average exceeds your threshold.
Choose your next step
Connect your workflow, compare plans, or explore ready-made endpoints before you start.
Integrations
Connect Piloterr to your automation stack, or call our REST API from any workflow.
Ready to get started?
Your web scraping API is one click away. Start with +500 credits, no infrastructure to set up, no proxies to manage, and no credit card required.
- +500 credits
- No credit card required
- All endpoints included