I built a dashboard to track AI's impact on jobs
Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.
Want to reach these readers? Sponsor an issue.
HN · launched Feb 28, 2026 · 6 upvotes (top 72%) · 0 views
Niche: market and business intelligence platforms · 196 launches, 8 in the last 7 days ▼ -56% · Explore this niche →
Category and tags
- Horizontal
- Analytics & BI
- B2C
- Not AI
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 196 launches in market and business intelligence platforms →
Could you build this?
Partial The dashboard UI itself is simple, but the product relies on continuous, multi-year, large-scale web scraping and parsing pipelines across hundreds of thousands of job boards.
What it would actually take: The stack would combine a Next.js/Tailwind frontend, a ClickHouse/PostgreSQL analytics database, and an extensive data pipeline running scrapers against ATS platforms (Greenhouse, Lever, Workday) and LinkedIn. The hard part is deduplication, salary/skills taxonomy extraction via fine-tuned NLP, and maintaining robust crawler infrastructure that bypasses anti-bot defenses at internet scale. It requires dedicated data engineering and scraping infrastructure operations.
Discussion
No comments on this launch.
Competitors
Other products that read as similar to this one : 1376 launches clear the similarity bar, closest 8 shown.
Attention rank: #1034 of 1377 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 122 days after the earliest competitor.
- I built a tool to track what AI leaders say and how their views change · hn · 2026-10-14 · 119 upvotes · similarity 0.63
- JobEasyApply · hn · 2026-08-19 · 5 upvotes · similarity 0.57
- I made a AI Code Review tool that knows how your company works · hn · 2026-03-23 · 5 upvotes · similarity 0.57
- I built a museum of AI interfaces · hn · 2026-08-24 · 6 upvotes · similarity 0.54
- I built my own knowledge graph from the code AI writes · hn · 2026-09-13 · 8 upvotes · similarity 0.54
- AI_Order_to_Cash_Intelligence · github · 2026-09-09 · 11 upvotes · similarity 0.52
- hopper-hq · github · 2026-10-13 · 17 upvotes · similarity 0.51
- I turned my team's coding-agent history into a knowledge graph · hn · 2026-09-28 · 5 upvotes · similarity 0.51
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.