Resilient roles · 2026

Jobs AI won’t replace.

These roles score lowest on our 2026 risk model — they require human judgment, physical presence, or regulated authority. AI augments these workers; it doesn’t replace them.

Most resilient

Doctor — score 0/100

Open the full breakdown

The full ranking

Top 20 roles where humans still drive the work.

  1. 01DoctorRisk score 0 · UNCHANGED0
  2. 02TeacherRisk score 0 · UNCHANGED0
  3. 03ChefRisk score 0 · UNCHANGED0
  4. 04ElectricianRisk score 0 · UNCHANGED0
  5. 05PlumberRisk score 0 · UNCHANGED0
  6. 06NurseRisk score 0 · UNCHANGED0
  7. 07TherapistRisk score 0 · UNCHANGED0
  8. 08Social WorkerRisk score 0 · UNCHANGED0
  9. 09LawyerRisk score 2 · UNCHANGED2
  10. 10Restaurant ServerRisk score 11 · UNCHANGED11
  11. 11Truck DriverRisk score 19 · UNCHANGED19
  12. 12Delivery DriverRisk score 19 · UNCHANGED19
  13. 13Financial AdvisorRisk score 21 · UNCHANGED21
  14. 14RadiologistRisk score 30 · UNCHANGED30
  15. 15Product ManagerRisk score 31 · UNCHANGED31
  16. 16Project ManagerRisk score 32 · UNCHANGED32
  17. 17AuditorRisk score 37 · UNCHANGED37
  18. 18Loan OfficerRisk score 39 · UNCHANGED39
  19. 19Mortgage BrokerRisk score 43 · UNCHANGED43
  20. 20JournalistRisk score 44 · UNCHANGED44

Why these roles persist

Three signals that anchor a role to humans.

  • Judgment

    Ethics, fiduciary duty, and durable customer relationships that resist automation by design.

  • Physical

    Embodied dexterity in the physical world — robotics catches up far slower than software does.

  • Regulatory

    Licensure, certification, and legal protection that mandate a human in the loop.

Score your own role

Run the calculator for any of 50 roles.

Open the tool