{
  "source": "Cooked Index — occupational AI risk register",
  "page": "https://cookedindex.com/jobs/ophthalmic-medical-technicians/",
  "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": "Ophthalmic Medical Technicians",
    "soc_code": "29-2057",
    "category": "Healthcare",
    "us_employment": 71010,
    "median_annual_wage": 45570
  },
  "verdict": "EXPOSED",
  "risk_resistance": 55,
  "contested": false,
  "near_boundary": false,
  "dimensions": {
    "task_resistance": 13,
    "embodiment": 17,
    "liability_shield": 6,
    "trust_premium": 11,
    "judgment_accountability": 8
  },
  "reasoning": {
    "task_resistance": "Hands-on tasks like applanation tonometry, gonioscopy setup, contact lens insertion training, and lensometry hold the score up, but autorefractors, self-operating fundus cameras, and automated visual field machines have already taken over measurement steps that used to require you at the controls, which is what pulls it to 13 rather than the high teens.",
    "embodiment": "You spend the day in exam lanes touching eyes — instilling mydriatics and anesthetic, holding lids for pressure checks, seating elderly and pediatric patients at the slit lamp, sterilizing and calibrating instruments between rooms — and no two patients cooperate the same way, which is uncontrolled enough for 17 without the outdoor or emergency-field conditions that would push it to 20.",
    "liability_shield": "COA, COT, and COMT credentials through IJCAHPO are hiring preferences and reimbursement talking points, not licensure in most states; you can be trained on the job and work under the ophthalmologist's license, so the 6 reflects a real certification pathway that carries no legal barrier to someone else doing your tasks.",
    "trust_premium": "Glaucoma and diabetic retinopathy patients see you every three months for years and you are the one who calms them before dilation and explains what the OCT is for, but the visit is booked for the physician and patients switch technicians without complaint, which puts this at 11 rather than the 15+ of a role patients choose by name.",
    "judgment_accountability": "You decide when a pressure reading looks wrong enough to repeat, whether a field test is unreliable, and which findings to flag to the doctor before they walk in — real triage discretion — but protocol sets the drop regimen and testing order and the ophthalmologist owns the diagnosis, so 8 sits at the low end of genuine judgment."
  },
  "rationale": "The core of this job is physically handling patients — positioning them at the slit lamp, instilling dilating drops, performing tonometry, capturing OCT and fundus images, measuring visual acuity and fields — and no current robot does that in a busy clinic. What is automatable is the surrounding layer: history intake, autorefraction, image interpretation prompts, chart documentation, and insurance pre-authorization, all of which AI plus newer self-operating diagnostic devices are already absorbing. The role is not licensed (COA/COT certification is preferred, not legally mandated), so there is little regulatory shield, and the ophthalmologist owns the clinical decisions.",
  "outlook": "Demand grows with an aging population and rising imaging volume, but the mix shifts: fewer techs doing intake and basic refraction, more doing surgical assist, advanced diagnostics, and hands-on patient management.",
  "what_would_raise_it": {
    "levers": [
      {
        "dimension": "liability_shield",
        "change": "State-level licensure or mandatory certification for ophthalmic assistive personnel — as several states have moved toward for radiologic technologists and surgical techs (e.g., state surgical technologist certification mandates in ~10 states). If a state board or CMS conditions of participation required a COA/COT-credentialed human to perform and attest to tonometry, dilation, and diagnostic imaging capture used for billing, the shield rises materially.",
        "plausibility": "plausible",
        "would_add": 5
      },
      {
        "dimension": "liability_shield",
        "change": "Payer or malpractice-carrier requirement that autonomous AI screening devices (e.g., IDx-DR/LumineticsCore, EyeArt, already FDA-cleared and reimbursed under CPT 92229) only bill when a credentialed technician has verified image quality and patient identity — an attestation step tied to reimbursement rather than licensure.",
        "plausibility": "already happening",
        "would_add": 3
      },
      {
        "dimension": "task_resistance",
        "change": "Task-mix shift: as autorefraction, history intake, documentation and pre-auth are absorbed, the residual role concentrates on the hard-to-automate tier — pediatric and dementia patient cooperation, poor-fixation OCT capture, gonioscopy and pachymetry assistance, injection and minor-procedure setup, contact lens fitting assistance. This tier is genuinely distinct and already what senior COTs spend their day on.",
        "plausibility": "already happening",
        "would_add": 3
      },
      {
        "dimension": "judgment_accountability",
        "change": "Formal delegated-protocol scope, as optometric and ophthalmic scope bills have expanded in states like Arkansas and Oklahoma: if technicians are protocol-authorized to decide repeat-imaging, flag urgent findings for same-day physician review, or triage acute presentations under standing orders, the role begins owning consequential calls rather than just executing them.",
        "plausibility": "plausible",
        "would_add": 3
      }
    ],
    "ceiling_note": "Trust premium has no realistic route: patients choose the ophthalmologist and the practice, not the technician, and almost never know who operated the OCT. Any lever here is false comfort. Realistic combined ceiling is roughly the mid-60s, and it depends almost entirely on whether ophthalmic technician credentialing becomes legally mandatory rather than 'preferred' — that single change is the whole story."
  },
  "adjudication": null,
  "employment_history": {
    "points": [
      {
        "y": 2017,
        "emp": 48060,
        "wage": 35910
      },
      {
        "y": 2018,
        "emp": 52890,
        "wage": 36530
      },
      {
        "y": 2019,
        "emp": 58600,
        "wage": 36940
      },
      {
        "y": 2020,
        "emp": 59960,
        "wage": 37940
      },
      {
        "y": 2021,
        "emp": 65700,
        "wage": 37180
      },
      {
        "y": 2022,
        "emp": 66060,
        "wage": 38860
      },
      {
        "y": 2023,
        "emp": 73390,
        "wage": 41780
      },
      {
        "y": 2024,
        "emp": 76520,
        "wage": 44080
      },
      {
        "y": 2025,
        "emp": 71010,
        "wage": 45570
      }
    ],
    "from": 2017,
    "to": 2025,
    "change_pct": 47.8,
    "comparable_from": 2019,
    "spans_soc_revision": true
  },
  "pivots": [
    {
      "slug": "dental-assistants",
      "title": "Dental Assistants",
      "verdict": "SAFE",
      "risk_resistance": 67,
      "median_wage": 48070,
      "overlap": 62,
      "skills_to_close": [
        "Technology Design",
        "Management of Material Resources",
        "Management of Financial Resources",
        "Negotiation"
      ]
    }
  ],
  "license": "https://cookedindex.com/terms"
}