Role specialisation tracks

Stage D. Each track is 160 hours of role depth across four modules plus a track project, taken to production standard. Learners choose one.

Highest 2026 demand — builds and operates production AI features

Highest-paid specialisation — adapts, serves and evaluates models

9.8× posting growth — owns the path to production

Strongest official growth signal — BLS +34% to 2034

The retrieval data layer every AI system depends on

Advanced track — designs systems that hold up commercially and legally