Build a capability coverage sheet for your proposed pilot. Put a named internal owner or contracted supplier against every row, then flag missing review, data and operational responsibilities. Hire or commission against the gap that blocks the next decision, rather than using “LLM engineer” as a catch-all specification.
What is the next practical action?
Section source library
This page contains no direct external citations. These are the section’s references; they do not independently validate the desk’s proposed scoring or methods.
- Forward Deployed Engineer, Post-Training — Together AI, San Francisco →job-boards.greenhouse.io
- Machine Learning Research Scientist, Evaluations — Scale AI →job-boards.greenhouse.io
- Software Engineer — Training Product — Baseten →jobs.ashbyhq.com
- AI Field Engineer — Strategic Partnerships — Fireworks →jobs.ashbyhq.com
- A Field Guide to Rapidly Improving AI Products — Hamel Husain →hamel.dev
- Demystifying evals for AI agents — Anthropic, 9 January 2026 →www.anthropic.com