{"source":"Careermash (whatcareer.net)","measurement":"Measured August 2026","licence":"CC BY 4.0","cite_as":"Careermash, Measured August 2026, https://www.whatcareer.net/en/yellow/career/emergency-medicine-physician/ai","career":{"slug":"emergency-medicine-physician","title":"Emergency Medicine Physician","subject":"Medicine and Dentistry","ai_exposure_pct_today":6,"ai_exposure_definition":"Share of the job's day-to-day tasks AI is already used for, from observed real-world usage by occupation (Anthropic labour market research, 2026). A measurement of now, not a prediction.","horizons":[{"horizon":"Now","ai_exposure_pct":6,"door_grade":"B - achievable"},{"horizon":"5 yrs","ai_exposure_pct":19,"door_grade":"B - achievable"},{"horizon":"10 yrs","ai_exposure_pct":34,"door_grade":"B - achievable"},{"horizon":"20 yrs","ai_exposure_pct":46,"door_grade":"C - hard"}],"door_grade_now":"B - achievable","door_grade_20yr":"C - hard","door_source":"OpenAI, \"The AI Jobs Transition Framework\" (Richmond 2026), CC BY 4.0","moat_classified":true,"moat":"regulatory_accountability","moat_label":"REGULATORY MOAT","moat_line":"The law requires human oversight. That human could be you.","starting_pay":"£30,000"},"verdict_sentence":"AI is already used for 6% of the measured tasks of a Emergency Medicine Physician, heading for 46% within 20 years. The door in is grade B today, grade C in 20 years. Moat: regulatory - The law requires human oversight. That human could be you.","rank":{"careers_scored":1840,"less_exposed":184,"same_score":186,"more_exposed":1469},"neighbours":{"less_exposed":[{"slug":"animal-boarding-assistants","title":"Animal boarding assistants","exposure":5},{"slug":"animal-breeders","title":"Animal breeders","exposure":5},{"slug":"animal-groomers","title":"Animal groomers","exposure":5}],"more_exposed":[{"slug":"agricultural-contractors","title":"Agricultural contractors","exposure":8},{"slug":"agricultural-machinery-operators","title":"Agricultural machinery operators","exposure":8},{"slug":"ambulance-staff-excluding-paramedics","title":"Ambulance staff (excluding paramedics)","exposure":8}]},"ledger":[{"date":"2026-08-29","note":"Moat lines rewritten to assert only what the engine classification means (hands-on / protected by law / people want a real person / no special protection). No scores changed."},{"date":"2026-08-19","note":"Correction: careers without a moat record stopped showing a confident \"NO MOAT\" claim and now show \"moat not yet classified\". Exposure scores were and remain real for every career."},{"date":"2026-08-16","note":"First public measurement: AI exposure per occupation from Anthropic 2026 observed-usage research; door grades and 20-year horizons from OpenAI \"The AI Jobs Transition Framework\" (Richmond 2026, CC BY 4.0)."}]}