I built a dashboard to track AI's impact on jobs
Details
- External ID
- 47195695
- Source
- HN
- Company
- —
- Product
- I built a dashboard to track AI's impact on jobs
- Website domain
- clocktick.ai
- Launched
- Feb. 28, 2026
- Cohort
- —
- Upvotes
- 6
- Upvotes percentile
- 0.28099730458221023
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:25 p.m.
- Updated at
- Sept. 7, 2026, 9:25 p.m.
Enrichment
- Theme
- AI agents for business operations
- Vertical
- Horizontal
- Function
- Analytics & BI
- Audience
- B2C
- AI stance
- AI feature
- Project type
- Hobby / open-source project
- Normalized one-liner
- dashboard tracking ai employment impact
- Manually corrected
- False
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 — 526 launches clear the similarity bar, closest 8 shown.
Attention rank: #369 of 527 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 122 days after the earliest competitor.
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Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a analytics & bi tool for Legal yet.