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Roadmap for Healthcare AI
Path 8 of 8

Clinical AI / ML Specialist

Develop and validate clinical machine-learning models to a research standard.

Your tracks, and how far to go on each

Depth levels: Understand → Use → Evaluate → Build → Lead. Go as far as the level shown; the track pages let you filter resources by level.

  1. Track 0OrientationUnderstand
  2. Track 1AI-literate clinicianUse
  3. Track 2Data and statistics for clinical AIBuild
  4. Track 3Clinical AI evaluation and safetyEvaluate
  5. Track 4Regulation and governanceEvaluate
  6. Track 5Python → ML → deep learningBuild
  7. Track 6GenAI, RAG and agents in healthcareBuild
  8. Track 7Research, product and leadershipBranch: 7a ResearchEvaluate

Careers this path leads towards: Medical Data Scientist. All careers