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7 · Career transitions
The three transitions people actually make — SDE → AI, DS/MLE → LLM, and adjacent roles → forward-deployment. Portfolio shapes, reading list, negotiation, and where the roles actually are in 2026.
After this track you have a portfolio that maps to the job you want, know which of the three transition routes you're walking, and can point at three teams you want to work with — for reasons.
Phase 8
- The three portfolio projects that get you hiredOutline
- What AI engineering interviews actually askOutline
- Reading papers without a PhDOutline