{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/hearing-aid-specialists/", "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": "Hearing Aid Specialists", "soc_code": "29-2092", "category": "Healthcare", "us_employment": 11270, "median_annual_wage": 65160 }, "verdict": "EXPOSED", "risk_resistance": 64, "contested": false, "near_boundary": false, "dimensions": { "task_resistance": 13, "embodiment": 15, "liability_shield": 12, "trust_premium": 15, "judgment_accountability": 9 }, "reasoning": { "task_resistance": "Pure-tone air conduction screening, speech discrimination testing, and real-ear verification are already largely software-driven, and first-fit algorithms now generate the initial program from an audiogram automatically — but silicone impression-taking, shell modification with a grinder, and troubleshooting a feedback complaint on a live ear keep this at 13 rather than down in the automatable band.", "embodiment": "You are working inside another person's ear canal with an otoscope, a curette, and impression material against an eardrum you must not perforate, then hand-buffing shells and reslotting vents — 15 not 18 because it happens in a clinic chair, not a warehouse or a roof, and the patient sits still.", "liability_shield": "Roughly 45 states license hearing aid dispensers with a written and practical exam, and you personally sign the fitting agreement and the FDA-required medical-referral waiver when you see drainage, sudden unilateral loss, or visible deformity — 12 rather than higher because an audiologist's or ENT's scope supersedes yours on anything diagnostic, and OTC dereg has already thinned what the licence protects.", "trust_premium": "Repeat purchases run every four to five years at $2,000–6,000 out of pocket with no insurance backstop, so the sale rests on the patient believing you specifically will handle the returns-for-credit window, the annual cleanings, and the spouse who says they still can't hear at restaurants — 15 not 19 because manufacturer brand and the referring physician also carry weight you did not build.", "judgment_accountability": "Real calls exist — whether tinnitus plus asymmetry means stop and refer, whether to override a first-fit toward less gain for a first-time wearer, whether a non-adapting patient needs a different receiver or more counselling — but they sit inside the FDA red-flag list and ANSI verification targets, which is why this is 9 and not in the ambiguous-high-stakes band." }, "rationale": "The core of this job is physical and relational: otoscopic inspection, taking earmold impressions, physically fitting and modifying shells, and coaching an 80-year-old through six weeks of adaptation — none of that is text-on-screen work AI touches. The real threat isn't a language model, it's self-fitting OTC hearing aids and app-based audiometry that let manufacturers bypass the fitting appointment entirely, plus AI-driven first-fit algorithms that shrink the programming skill premium. Most states license hearing aid dispensers, which keeps a human in the loop for medical-referral screening and fitting sign-off.", "outlook": "Employment holds roughly flat but the job splits: the product-sales-and-first-fit tier gets squeezed by OTC and self-fitting apps, while the hands-on verification, impression, and complex-case tier keeps its pricing power.", "what_would_raise_it": { "levers": [ { "dimension": "liability_shield", "change": "State licensing boards (e.g., dispenser boards in TX, FL, OH) extending scope rules to require a licensed dispenser or audiologist to perform and sign real-ear verification/probe-microphone measurement for any device sold as prescription-grade, and to document the FDA red-flag medical referral screen in person rather than via app questionnaire. Also watchable: state boards ruling that remote/app-based fitting of a prescription device constitutes dispensing requiring in-state licensure, as some boards did for teleaudiology during COVID waivers that later expired.", "plausibility": "plausible", "would_add": 4 }, { "dimension": "liability_shield", "change": "Payer-side mandate rather than licensure: if Medicare hearing aid coverage is enacted (recurring bills in Congress) with a condition-of-payment requiring a licensed dispenser's fitting and verification claim, the signature becomes economically load-bearing rather than merely legal.", "plausibility": "plausible", "would_add": 3 }, { "dimension": "task_resistance", "change": "Task-mix shift is genuinely available here: as OTC and AI first-fit absorb mild-to-moderate, straightforward cases, the remaining caseload concentrates in hard-to-fit work — severe/profound losses, asymmetric and single-sided deafness, draining or surgically altered ears, custom deep-canal and CIC shells, pediatric earmold remakes, tinnitus masking, and OTC rescue cases where self-fitting failed. That residual is more physical and more judgment-dense per hour, though it is a smaller total headcount.", "plausibility": "already happening", "would_add": 3 }, { "dimension": "judgment_accountability", "change": "Formalizing the referral decision as an owned call: boards or FDA guidance making the dispenser accountable for documented differential triage (sudden unilateral loss, conductive patterns, otorrhea, retrocochlear red flags) with defined liability for failure to refer, rather than passing an app-generated waiver. Malpractice or board-discipline cases arising from missed acoustic neuroma after app-based screening would accelerate this.", "plausibility": "plausible", "would_add": 3 }, { "dimension": "trust_premium", "change": "Manufacturer channel economics rather than consumer sentiment: if major OEMs keep gating the highest-margin prescription tiers, real-ear verification, and warranty/remake service through credentialed dispensing channels — and if OTC return rates stay high enough that retailers market in-person fitting as the premium remedy — buyers pay for the human as part of the outcome guarantee.", "plausibility": "plausible", "would_add": 2 } ], "ceiling_note": "The binding constraint is unit volume, not any of these dimensions. Even with a stronger liability shield, an FDA OTC category that already lets manufacturers sell direct plus AI first-fit means fewer fitting appointments per thousand hearing losses; a smaller, better-protected profession is still a smaller one. Embodiment is already near its realistic ceiling and cannot rise. Trust premium is the weakest lever: price sensitivity among older buyers is severe and much of the perceived value historically came from the bundled device markup, which OTC compresses regardless of who fits it." }, "adjudication": null, "employment_history": { "points": [ { "y": 2017, "emp": 7380, "wage": 54860 }, { "y": 2018, "emp": 7680, "wage": 52770 }, { "y": 2019, "emp": 8210, "wage": 53420 }, { "y": 2020, "emp": 7770, "wage": 52630 }, { "y": 2021, "emp": 10790, "wage": 59500 }, { "y": 2022, "emp": 10080, "wage": 59020 }, { "y": 2023, "emp": 10250, "wage": 58670 }, { "y": 2024, "emp": 10580, "wage": 61560 }, { "y": 2025, "emp": 11270, "wage": 65160 } ], "from": 2017, "to": 2025, "change_pct": 52.7, "comparable_from": 2019, "spans_soc_revision": true }, "pivots": [], "license": "https://cookedindex.com/terms" }