Case Study: AI Trainer Platform and Job Board [Months 1-6]
I launched aitrainer.work back in January, initially as a job board and aggregator that pulls together AI training, RLHF, and data annotation opportunities from different platforms. Today it also comprises platform intelligence and user reviews, an AI training academy with optional paid certification, a gro wing Talent Pool with hundreds of registered candidates, and more. The Job Board Internally I've built about a dozen scrapers for the main platforms offering these jobs.
- ▪I launched aitrainer.work back in January, initially as a job board and aggregator that pulls together AI training, RLHF, and data annotation opportunities from different platforms.
- ▪Today it also comprises platform intelligence and user reviews, an AI training academy with optional paid certification, a gro wing Talent Pool with hundreds of registered candidates, and more.
- ▪The Job Board Internally I've built about a dozen scrapers for the main platforms offering these jobs.
Hacker News (AI / LLM) files mainly under ai. We currently carry 3,306 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Hacker News (AI / LLM) |
| Canonical URL | https://www.indiehackers.com/post/case-study-ai-trainer-platform-and-job-board-months-1-6-fcb5f25d54 |
| Publication time | Sat, 25 Jul 2026 08:58:21 +0000 |
| Retrieval time | 2026-07-25T09:07:08.291Z |
| Last seen | 2026-07-25T09:07:08.291Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | eRXR8XOOKy8K |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
I launched aitrainer.work back in January, initially as a job board and aggregator that pulls together AI training, RLHF, and data annotation opportunities from different platforms. Today it also comprises platform intelligence and user reviews, an AI training academy with optional paid certification, a gro wing Talent Pool with hundreds of registered candidates, and more. The Job Board Internally I've built about a dozen scrapers for the main platforms offering these jobs. They run regularly to pull fresh opportunities into my database. Then I consolidate everything into one searchable dataset that populates the site. The unique aspect about this market compared to other types of work is that people hunting for AI training gigs don't stick to one platform.
…
Excerpt limited to ~120 words for fair-use compliance. The full article is at Hacker News (AI / LLM).
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