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The flagship list

The CareerStar 20

The careers this system has the most conviction in — no editor, pure derivation. A career makes this list only if it has a 🏰 wide AI-moat (well-shielded from AI: few automatable tasks, rare skills) and all five rating models agree (every judge within a ±10 band — even the ones that disagree about everything else). Ranked by model consensus.

What is this page & how do I use it?

This is CareerStar’s highest-conviction list: the 20 careers where the evidence is strongest. Nobody hand-picked it — a career makes the cut only if it’s well-shielded from AI and five different rating models independently agree on it.

How to use it: click any career for its full report, or head to the home page to score it against the paths you’re actually considering. “Consensus 74 ±3” means the five models average 74, each landing within about 3 points of that average — the smaller the ±, the more they agree.

  1. 1Nurse anesthetistsconsensus 86 ±10+8.6% growth$223k86consensus
  2. 2Physical therapistsconsensus 82 ±9+10.9% growth$101k82consensus
  3. 3Elevator and escalator installers and repairersconsensus 78 ±10+5% growth$107k78consensus
  4. 4Commercial pilotsconsensus 77 ±10+5.1% growth$123k77consensus
  5. 5Orthotists and prosthetistsconsensus 77 ±9+13.3% growth$78k77consensus
  6. 6Physical therapist assistantsconsensus 77 ±10+22% growth$66k77consensus
  7. 7Acupuncturistsconsensus 76 ±9+6.8% growth$78k76consensus
  8. 8Avionics techniciansconsensus 76 ±9+8.2% growth$81k76consensus
  9. 9Dentists, generalconsensus 75 ±10+4.1% growth$173k75consensus
  10. 10Hearing aid specialistsconsensus 75 ±10+18.4% growth$62k75consensus
  11. 11Food scientists and technologistsconsensus 73 ±10+6.5% growth$85k73consensus
  12. 12Industrial machinery mechanicsconsensus 73 ±9+16.1% growth$64k73consensus
  13. 13Healthcare social workersconsensus 70 ±9+7.7% growth$68k70consensus
  14. 14Mental health and substance abuse social workersconsensus 70 ±9+9.7% growth$60k70consensus
  15. 15Registered nursesconsensus 70 ±10+4.9% growth$94k70consensus
  16. 16Chefs and head cooksconsensus 69 ±10+7.1% growth$61k69consensus
  17. 17First-line supervisors of police and detectivesconsensus 66 ±10+2.9% growth$106k66consensus
  18. 18Aircraft cargo handling supervisorsconsensus 65 ±9+5.2% growth$64k65consensus
  19. 19Choreographersconsensus 64 ±10+6.1% growth$56k64consensus
  20. 20Astronomersconsensus 63 ±10+2.2% growth$132k63consensus

This is a neutral baseline, before any personal interests — your own ranking may differ (and should: score your paths with your priorities). Conviction ≠ certainty: these are grounded estimates from a documented model, not prophecies. Notably, the list skews toward hands-on and human-centered work — that isn’t an editorial choice, it’s what low AI-exposure plus rare skills looks like in the data.