Company hiring trends and insights from job postings
Details
- External ID
- 46708990
- Source
- HN
- Company
- —
- Product
- —
- Website domain
- —
- Launched
- Jan. 21, 2026
- Cohort
- —
- Upvotes
- 46
- Upvotes percentile
- 0.7832674571805006
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:25 p.m.
- Updated at
- Sept. 7, 2026, 9:25 p.m.
Description
I been building a view into companies based on their job postings. I am hoping it is useful to get a quick snapshot on the company say for interview prep etc. Please be advised that it is still a WIP in terms of data quality. Example urls: https://jobswithgpt.com/company-profiles/openai/ https://jobswithgpt.com/company-profiles/advanced-micro-devi...
Enrichment
- Theme
- Vertical
- HR & recruiting
- Function
- Analytics & BI
- Audience
- B2B
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- hiring trends analysis from job postings
- Manually corrected
- False
Could you build this?
Yes This project aggregates job posting feeds or scrapes public company careers pages and uses an LLM or basic NLP to categorize and present hiring trends in a dashboard.
Discussion
6 comments analyzed.
Concerns raised: Data source transparency and reliability, Data fluidity and representativeness questions
Feature requests: Broad trend analysis showing average time applications stay public, Supply/demand indicators over time, Long-term hiring trends across sectors like AI, Track application lifecycle from posting to 404
Competitors
Other products that read as similar to this one — 96 launches clear the similarity bar, closest 8 shown.
Attention rank: #13 of 97 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 77 days after the earliest competitor.
- TroveJob · ph · 2026-09-26 · 1 upvotes · similarity 0.49
- Got ghosted by tech companies so I built a tool to track ghost jobs · hn · 2026-05-16 · 7 upvotes · similarity 0.47
- CareerOwl · ph · 2026-09-30 · 1 upvotes · similarity 0.46
- Hnwork.app · hn · 2026-07-08 · 25 upvotes · similarity 0.46
- Job Postings API · ph · 2026-06-07 · 260 upvotes · similarity 0.46
- NextDoor.Company · ph · 2026-08-05 · 458 upvotes · similarity 0.45
- Which technologies are trending in job posts · hn · 2025-11-05 · 5 upvotes · similarity 0.44
- Indian Companies Map · ph · 2026-09-18 · 2 upvotes · similarity 0.43
Other launches for this product
- No other launches for this product.
Same idea, different domain
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