Job listings scraped daily from 8k company career pages
Details
- External ID
- 49320835
- Source
- HN
- Company
- —
- Product
- Job listings scraped daily from 8k company career pages
- Website domain
- github.com
- Launched
- Aug. 16, 2026
- Cohort
- —
- Upvotes
- 5
- Upvotes percentile
- 0.12634408602150538
- Tags
- —
- Fetched at
- Sept. 10, 2026, 5:32 a.m.
- Updated at
- Sept. 10, 2026, 5:32 a.m.
Enrichment
- Theme
- Vertical
- HR & recruiting
- Function
- Marketplace
- Audience
- B2B
- AI stance
- Not AI
- Project type
- Commercial product
- Normalized one-liner
- job listings aggregator
- Manually corrected
- False
Could you build this?
Partial Scraping thousands of disparate career portals reliably requires ongoing anti-bot bypass, proxy management, and handling dynamic site layout changes across thousands of ATS variants.
What it would actually take: A distributed crawling pipeline using Playwright/Puppeteer with stealth plugins, rotating residential proxies, and queue management (Temporal, Celery, or SQS) is required. The hard part is building resilient extraction heuristics or LLM-based parsers to handle schema drift across 8,000 unique career portals while dodging Cloudflare/Datadome blocks. Managing pipeline failures, rate limits, and constant crawler maintenance requires dedicated operational monitoring.
Discussion
No comments on this launch.
Competitors
Other products that read as similar to this one — 111 launches clear the similarity bar, closest 8 shown.
Attention rank: #100 of 112 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 284 days after the earliest competitor.
- job-scraper · github · 2026-09-29 · 10 upvotes · similarity 0.55
- Unlisted Careers · ph · 2026-09-11 · 1 upvotes · similarity 0.49
- HiringCensus · ph · 2026-09-15 · 2 upvotes · similarity 0.47
- CareerOwl · ph · 2026-09-30 · 1 upvotes · similarity 0.46
- JobScanner · ph · 2026-09-30 · 1 upvotes · similarity 0.45
- Job Postings API · ph · 2026-06-07 · 260 upvotes · similarity 0.45
- Layoffstoday · hn · 2026-01-09 · 5 upvotes · similarity 0.45
- hire.run · ph · 2026-09-09 · 2 upvotes · similarity 0.44
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a marketplace tool for Horizontal yet.