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Research · AI Operations
In progressSkills and tools index
What skills and tools operating AI in production actually demands, and how demand shifts. The AI Operations competency map.
What we measure
- — Most in-demand skills by role
- — AI Operations tools and stack
- — Emerging vs. declining skills
How it’s built
- — Weekly ingestion of skills and tools (universal data, translated to the 6 languages)
- — Cross-referenced with roles and the canonical glossary
- — Every entry with its source
Cadence: Weekly (ingestion) · in progress