Company hiring trends and insights from job postings
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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...
HN · launched Jan 21, 2026 · 46 upvotes (top 22%) · 0 views
Niche: market and business intelligence platforms · 196 launches, 8 in the last 7 days ▼ -56% · Explore this niche →
Category and tags
- HR & recruiting
- Analytics & BI
- B2B
- Not AI
- Commercial product
More like this: all 196 launches in market and business intelligence platforms →
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 : 276 launches clear the similarity bar, closest 8 shown.
Attention rank: #50 of 277 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 77 days after the earliest competitor.
- CareerTrends · ph · 2026-10-11 · 1 upvotes · similarity 0.51
- TroveJob · ph · 2026-09-26 · 1 upvotes · similarity 0.48
- Got ghosted by tech companies so I built a tool to track ghost jobs · hn · 2026-05-16 · 7 upvotes · similarity 0.48
- CareerSniper · ph · 2026-11-07 · 1 upvotes · similarity 0.46
- Hnwork.app · hn · 2026-07-08 · 25 upvotes · similarity 0.46
- CareerOwl · ph · 2026-09-30 · 1 upvotes · similarity 0.46
- Job Postings API · ph · 2026-06-07 · 260 upvotes · similarity 0.46
- JobConnects.org · ph · 2026-10-09 · 1 upvotes · similarity 0.45
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