{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/camera-and-photographic-equipment-repairers/", "methodology": "https://cookedindex.com/methodology", "notice": "Verdicts are re-examined as evidence accumulates. Re-fetch before relying on this; the page above always carries the current score.", "scored_at": "2026-08-11", "model": "claude-opus-5", "occupation": { "title": "Camera and Photographic Equipment Repairers", "soc_code": "49-9061", "category": "Trades", "us_employment": 1650, "median_annual_wage": 52720 }, "verdict": "EXPOSED", "risk_resistance": 49, "contested": false, "near_boundary": false, "dimensions": { "task_resistance": 15, "embodiment": 15, "liability_shield": 1, "trust_premium": 9, "judgment_accountability": 9 }, "reasoning": { "task_resistance": "Collimating a rangefinder, re-greasing a helicoid, or reflowing a flex connector on a 1978 body with no service manual requires touch feedback and improvisation on parts that vary machine-to-machine, which is why this sits at 15 rather than higher — intake triage, parts sourcing, and estimate writing genuinely do move to software.", "embodiment": "You work at a bench under a microscope with tweezers, spanners, and a soldering iron on objects whose internal geometry you discover as you open them, but it is a lit, static, dust-controlled indoor bench rather than a customer's roof or a factory floor, which caps this below the 18-20 field-service range.", "liability_shield": "There is no state licence, no board exam, and no statutory certification to repair a camera — manufacturer authorization (Canon, Nikon, Sony service programs) is a commercial contract that gates parts access, not a legal barrier that stops anyone else from opening a shop.", "trust_premium": "Photographers hand over a $6,000 body largely on reputation and referral, and repeat business from wedding and commercial shooters is real, but the deliverable is a working camera that either focuses or doesn't — verifiable on delivery — so the relationship supports the price rather than being the product.", "judgment_accountability": "You decide whether a corroded main board is worth replacing against the used-body price, whether a shutter count means imminent failure, and when to tell a customer to stop spending — real calls with money attached, but the procedures for cleaning a mirror box or adjusting back-focus are established and the downside is a refund, not injury." }, "rationale": "The core work — disassembling a lens barrel, cleaning shutter mechanisms, replacing ribbon cables under a stereo microscope, recalibrating autofocus and sensor alignment — is fine-motor bench work that no current robot performs on unpredictable, decades-varied hardware. AI erodes only the paperwork edges: intake diagnostics from customer descriptions, parts lookup, service manual search, repair estimates. The real threat to this 1,650-person occupation is not AI but sealed electronics, cheap replacement, and phone cameras shrinking the repairable installed base.", "outlook": "Employment keeps shrinking on disposable-electronics economics, not automation; the survivors are authorized techs and vintage/cine specialists serving professional and collector gear.", "what_would_raise_it": { "levers": [ { "dimension": "embodiment", "change": "Continued growth of the film/analog revival and vintage-lens market pushes the repairable base toward mechanical bodies (Nikon F, Hasselblad, Leica) with no parts availability, forcing machining and hand-fitting of replacement parts rather than module swaps — bench work that is less scriptable, not more", "plausibility": "already happening", "would_add": 3 }, { "dimension": "task_resistance", "change": "If right-to-repair laws (Minnesota HB1032, EU Ecodesign/repairability index for cameras) force manufacturers to release calibration tools, firmware unlocks and parts to independents, sealed-unit swaps become genuine component-level repairs again, and the surviving work is the diagnostic/judgment tier after AI absorbs intake and manual lookup", "plausibility": "plausible", "would_add": 3 }, { "dimension": "trust_premium", "change": "Named-technician authorization programs — Leica, Hasselblad, or cine-rental houses certifying specific individuals for sensor-plane and PL-mount collimation, where the customer's insurer or production accepts only that named person's calibration certificate", "plausibility": "plausible", "would_add": 3 }, { "dimension": "judgment_accountability", "change": "Repair-vs-replace and irreversible-disassembly calls on high-value items (a $40k cine lens, a museum-collection camera) where a wrong call destroys the object; conservation bodies (AIC) extending documented-treatment standards to photographic apparatus would formalize this ownership", "plausibility": "plausible", "would_add": 3 }, { "dimension": "liability_shield", "change": "Cinema rental and broadcast insurers requiring a signed calibration/back-focus certificate from a designated technician before lens packages go on an insured production", "plausibility": "unlikely", "would_add": 2 } ], "ceiling_note": "The binding constraint is not AI capability but the shrinking repairable installed base — 1,650 workers against sealed electronics and cheap replacement. Every lever above raises resistance per surviving job while the number of jobs continues to fall; a higher score here does not mean more employment." }, "adjudication": { "method": "two independent runs agreed on the verdict", "outcome": "corroborated", "run_totals": [ 49, 48 ], "run_verdicts": [ "EXPOSED", "EXPOSED" ] }, "employment_history": { "points": [ { "y": 2017, "emp": 3650, "wage": 40770 }, { "y": 2018, "emp": 3690, "wage": 40620 }, { "y": 2019, "emp": 3620, "wage": 38880 }, { "y": 2020, "emp": 3320, "wage": 40330 }, { "y": 2021, "emp": 2340, "wage": 38200 }, { "y": 2022, "emp": 2120, "wage": 44060 }, { "y": 2023, "emp": 2540, "wage": 46850 }, { "y": 2024, "emp": 2010, "wage": 49300 }, { "y": 2025, "emp": 1650, "wage": 52720 } ], "from": 2017, "to": 2025, "change_pct": -54.8, "comparable_from": 2019, "spans_soc_revision": true }, "pivots": [ { "slug": "home-appliance-repairers", "title": "Home Appliance Repairers", "verdict": "SAFE", "risk_resistance": 67, "median_wage": 50990, "overlap": 79, "skills_to_close": [ "Installation", "Operation and Control", "Instructing", "Persuasion" ] }, { "slug": "motorcycle-mechanics", "title": "Motorcycle Mechanics", "verdict": "SAFE", "risk_resistance": 68, "median_wage": 48580, "overlap": 79, "skills_to_close": [ "Instructing", "Operation and Control", "Coordination", "Service Orientation" ] }, { "slug": "medical-equipment-repairers", "title": "Medical Equipment Repairers", "verdict": "EXPOSED", "risk_resistance": 64, "median_wage": 61660, "overlap": 78, "skills_to_close": [ "Instructing", "Systems Analysis", "Operation and Control", "Equipment Maintenance" ] } ], "license": "https://cookedindex.com/terms" }