Niche job boards
A niche job board trades size for a self-selected audience: people who chose that board because the theme matches what they're looking for. That's the case for We Work Remotely (remote work), Wellfound (startups), and Level, whose theme is roles that actually use AI.
What "niche" looks like on Level
Every one of the 47,040 live postings on Level carries an AI rating from L1 to L4, and 20% are rated Level 3 or 4 — the AI-heavy end. A candidate browsing a rated board self-filters before applying, which a generalist board's keyword search can't replicate.
The tools that actually show up in the catalog
Most-cited tools across live postings today — the narrower an employer's stack, the more a themed audience matters over a generic one.
- python2,242
- claude1,680
- pytorch1,302
- openai1,291
- cursor1,242
- salesforce1,049
- kubernetes1,014
- databricks883
Method
- Scope: Live postings on Level's own database (status = live).
- Sample: 47,040 postings, top 8 tools by mention count.
- Measured: September 2026, read live on every page render.
- Currency: Not applicable (counts, not prices).
- Not measured: Tool mentions on competitor boards: not published by any of them, so no comparison is made here.
Hiring for a role in that catalog? Post it on Level, from flat fee, 30-day listing.