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Physician vs Software Engineer — how they really differ

Physician and Software Engineer compared on pay, entry barrier, AI resistance, autonomy, demand and impact — plus peak salary and years to independence.

A physician listens to a patient's heart with a stethoscope during a clinical examination Physician Medicine & Life 78 Overall
VS
Two women operating the ENIAC in the 1940s, programming it by setting switches and routing cables by hand. Software Engineer Engineering & Technology 68 Overall

Six-axis profile

67 · 3580 · 8088 · 5552 · 6891 · 7892 · 90
PhysicianSoftware Engineer
67 Resists AI 35
80 Pay 80
88 Barrier to entry 55
52 Autonomy 68
91 Demand 78
92 Impact 90

Who wins each axis

More AI-resistant Physician +32
Pays more Tie =
Harder to enter Physician +33
More autonomy Software Engineer +16
Higher demand Physician +13
Greater impact Physician +2

Frequently asked questions

Pays more
Tie — Peak pay: $400k+ vs $400k+.
More AI-resistant
Physician (67 vs 35).
Harder to enter
Physician.

By the numbers

PhysicianSoftware Engineer
$400k+Peak pay$400k+
11yrsTraining years6yrs
33AI exposure63
Medicine & LifeFieldEngineering & Technology

Read each profession

🩺 Physician

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💻 Software Engineer

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