{"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/hospital-play-specialists/ai","career":{"slug":"hospital-play-specialists","title":"Hospital Play Specialist","subject":"Nursing and Midwifery","ai_exposure_pct_today":8,"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":8,"door_grade":"A - easy"},{"horizon":"5 yrs","ai_exposure_pct":20,"door_grade":"B - achievable"},{"horizon":"10 yrs","ai_exposure_pct":28,"door_grade":"B - achievable"},{"horizon":"20 yrs","ai_exposure_pct":38,"door_grade":"B - achievable"}],"door_grade_now":"A - easy","door_grade_20yr":"B - achievable","door_source":"OpenAI, \"The AI Jobs Transition Framework\" (Richmond 2026), CC BY 4.0","moat_classified":true,"moat":"relational","moat_label":"RELATIONAL MOAT","moat_line":"People want a real person for this. That preference is the protection.","starting_pay":"£22,000 - £28,000"},"verdict_sentence":"AI is already used for 8% of the measured tasks of a Hospital Play Specialist, heading for 38% within 20 years. The door in is grade A today, grade B in 20 years. Moat: relational - People want a real person for this. That preference is the protection.","rank":{"careers_scored":1840,"less_exposed":371,"same_score":99,"more_exposed":1369},"neighbours":{"less_exposed":[{"slug":"anaesthetists","title":"Anaesthetists","exposure":6},{"slug":"anesthesiologist","title":"Anesthesiologist","exposure":6},{"slug":"animal-care-services-occupations-nec","title":"Animal care services occupations","exposure":6}],"more_exposed":[{"slug":"acupuncturists","title":"Acupuncturists","exposure":10},{"slug":"aromatherapists","title":"Aromatherapists","exposure":10},{"slug":"au-pairs","title":"Au pairs","exposure":10}]},"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)."}]}