{"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/installation-and-maintenance-electricians/ai","career":{"slug":"installation-and-maintenance-electricians","title":"Installation and Maintenance Electricians","subject":"Construction & Trades","ai_exposure_pct_today":4,"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":4,"door_grade":"B - achievable"},{"horizon":"5 yrs","ai_exposure_pct":14,"door_grade":"B - achievable"},{"horizon":"10 yrs","ai_exposure_pct":26,"door_grade":"B - achievable"},{"horizon":"20 yrs","ai_exposure_pct":49,"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":"physical","moat_label":"PHYSICAL MOAT","moat_line":"The work is hands-on, in the real world. Software alone can't do it.","starting_pay":"£25,000 - £30,000"},"verdict_sentence":"AI is already used for 4% of the measured tasks of a Installation and Maintenance Electricians, heading for 49% within 20 years. The door in is grade B today, grade C in 20 years. Moat: physical - The work is hands-on, in the real world. Software alone can't do it.","rank":{"careers_scored":1840,"less_exposed":0,"same_score":128,"more_exposed":1711},"neighbours":{"less_exposed":[],"more_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}]},"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)."}]}