Validate AI ideas against public job demand.
A paid CSV and buyer brief for checking content, course, agency, recruiting, and product ideas against visible AI/ML hiring demand.
- Aggregate public skill-demand signals only; no personal scraping or private contact data.
- Useful for course creators, developer relations teams, recruiters, agencies, and AI service providers.
- Delivered from current AI Dev Jobs data with the source URLs kept attached.
RankedSkills sorted by live role demand.
Salary-awareSalary ranges attached when public data includes them.
PracticalBrief turns demand into content, hiring, and offer ideas.
Live sample from current public listings
Showing 5 of 51 ranked rows calculated from 500 recent active jobs. The paid pack analyzes 8817 current active jobs and includes the full ranked CSV, source URLs, and buyer brief.
| Skill | Roles | Companies | Top companies |
|---|---|---|---|
| agents | 184 | 80 | Prime Intellect; FluidStack; C3 AI; Perplexity; Harvey AI; Snowflake; ClickHouse; Anthr... |
| llm | 152 | 71 | FluidStack; Prime Intellect; Anthropic; Celonis; C3 AI; ClickHouse; Snowflake; Lyft |
| generative-ai | 85 | 40 | C3 AI; Deepgram; Wayve; Ataraxis AI; Celonis; Isomorphic Labs; Scale AI; Snowflake |
| data-pipeline | 74 | 43 | ClickHouse; FluidStack; Motional; SentinelOne; Snowflake; Wayve; Harvey AI; Nebius |
| cloud | 74 | 38 | Nebius; Anduril; Prime Intellect; Anthropic; Cohere Health; Deepgram; Motional; Celonis |