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Physician Assistant
Three components - Automation Resistance, Structural Moat, and Demand - add up to 88.
Replacement pressure is low because physician assistants still examine patients, perform procedures, prescribe where authorized, and work inside accountable clinical teams. AI mainly reaches documentation, guideline lookup, differential support, prior authorization, and patient instructions. The evidence names exams, procedures, prescribing, and supervising-physician workflows as the durable boundary.
observed AI exposure of 0% and modeled median job-loss risk of 0.84%. Both signals sit in the minimal range, and hands-on clinical care raises the score near the top.
strong support but mostly employer-side capture. AI can help with notes, chart summaries, differential support, patient instructions, prior authorization, and inbox triage, but most PAs are salaried clinical workers.
The moat comes from master's-level PA education, PANCE certification, state licensure, ongoing recertification, and controlled-substance authority where needed. Supervision and collaboration rules protect the role, while also limiting autonomy in some states. Compact adoption is a mobility watch item, while collaboration rules decide day-to-day autonomy.
In-person clinical work varies sharply by specialty. Even with low routine lifting, exams, procedures, surgery support, emergency care, and patient contact make this role materially more physical than screen-only office work.
a degree-gated state license, national certification, continuing requirements, and prescribing authority, with one point held back for state and employer practice variation.
very low direct robotics substitution for the general PA role. Surgical robots are clinician-operated tools, while service robots do not replace exams, procedures, prescribing, or follow-up.
The full 5 of 5 follows the accredited master's-level PA pathway: graduate program plus the Physician Assistant National Certifying Examination (PANCE) plus state licensure.
Demand is strong because healthcare systems use PAs across primary care, surgery, emergency medicine, hospitals, urgent care, and specialty clinics. The current growth row is still high, but lower than older estimates, so the score leaves room for cooling.
Federal projections show 162.7K physician-assistant jobs in 2024, 20.4% growth, and 12.0K annual openings. Annual openings are about 7.4% of the 2024 workforce.
The demand source is hiring reflects provider-capacity pressure in primary care, surgery, emergency medicine, hospitals, and specialty clinics.
Demand stays resilient because the role carries licensed clinical responsibility for exams, procedures, prescriptions, and patient decisions, even where physician collaboration rules apply.
The threshold is several large states moving toward more flexible PA practice or compact adoption that materially improves mobility. That would strengthen autonomy, widen employer options, and let more productivity gains reach PA compensation in states that currently keep tighter rules.
A major tightening of physician-supervision rules would cross the threshold if it made hiring less flexible across hospitals, urgent care, surgery, or primary care. A narrow facility policy would not cross it; the rule change would need to alter normal PA practice.
Another large downward revision in PA growth or annual openings would cross the threshold. The current row remains strong, but the old higher-growth story is already cooler, so a second drop would require a closer demand review. Surgery, emergency, and primary-care employers would all need to feel the change.