{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/medical-assistants/", "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": "Medical Assistants", "soc_code": "31-9092", "category": "Healthcare Support", "us_employment": 817870, "median_annual_wage": 45690 }, "verdict": "EXPOSED", "risk_resistance": 55, "contested": false, "near_boundary": false, "dimensions": { "task_resistance": 14, "embodiment": 17, "liability_shield": 5, "trust_premium": 12, "judgment_accountability": 7 }, "reasoning": { "task_resistance": "Venipuncture on a dehydrated 80-year-old's collapsed veins, holding a screaming toddler still for an IM injection, positioning a hip-fracture patient for an EKG — these are the tasks that keep this at 14 rather than 18, because the same shift also includes chart prep, referral faxes, recall calls and eligibility checks that intake kiosks and AI phone agents already handle.", "embodiment": "You are on your feet in exam rooms for eight to ten hours touching patients who cough on you, bleed, faint on the draw chair, and refuse to hold their arm still; the 17 rather than 20 reflects that it happens inside a climate-controlled clinic rather than a roadside or a crawlspace.", "liability_shield": "CMA/RMA/CCMA credentials get you hired, not licensed — in most states you inject, draw and take vitals under a physician's or NP's delegated authority, and when a medication error reaches a board it goes to the supervising provider's license, which is why this sits at 5 and not 2 (a handful of states, including Washington's MA-C registration and California's specific injection-training requirements, do impose a legal credential).", "trust_premium": "In a small family practice or oncology infusion suite you are the person the panel of regulars asks for by name and the one who notices the patient looks worse than last month, but the job is staffed to be interchangeable across pods and float pools, so the relationship is real without being the thing the clinic sells.", "judgment_accountability": "Most of the day runs on standing orders and protocol — vitals thresholds, which forms go with which visit type, scripted triage questions with mandatory escalation to the nurse or provider — and the 7 rather than 4 covers the calls you actually make alone: deciding a walk-in's chest complaint or a BP of 210/120 cannot wait for the next open slot." }, "rationale": "The clinical half of this job — rooming patients, taking vitals, drawing blood, giving injections, running EKGs, prepping and sterilizing instruments, assisting the provider at the exam table — is hands-on work with unpredictable human bodies that no robot performs today. The administrative half — scheduling, insurance verification, prior-auth paperwork, coding, EHR data entry, phone triage scripts — is exactly what AI and automated patient-intake systems are eating, so the job is compressing toward its clinical core. There is no license shield in most states (CMA/RMA certification is employer-preferred, not legally required), and the MA works under a provider's authority rather than owning consequential calls.", "outlook": "Headcount keeps growing because outpatient visit volume is growing, but the administrative side of the job shrinks and employers will pay for the clinical-procedural MA, not the clipboard MA.", "what_would_raise_it": { "levers": [ { "dimension": "liability_shield", "change": "State legislatures or medical boards moving MAs from employer-preferred certification to statutory scope-of-practice licensure — the model already exists in a few states (e.g. Washington's Medical Assistant-Certified credential under RCW 18.360, South Dakota and Alaska registration rules). If more states adopt a WA-style credential that legally defines who may inject, draw blood, or enter orders under delegation, the role gains a named, revocable license rather than a resume line.", "plausibility": "plausible", "would_add": 5 }, { "dimension": "liability_shield", "change": "Delegation rules requiring a named, credentialed human to perform and attest to vaccine administration, specimen collection, or point-of-care testing — CLIA-waived testing personnel requirements and state vaccine-delegation rules already name specific credentialed staff; extension of such attestation duties to AI-assisted intake workflows (a human must verify AI-populated allergy/med lists before injection) would attach personal accountability.", "plausibility": "plausible", "would_add": 3 }, { "dimension": "task_resistance", "change": "Genuine two-tier structure: as ambient documentation (Abridge, Nuance DAX), automated prior-auth, and AI phone triage absorb the administrative tier, the surviving job is hands-on clinical plus exception handling — the difficult venipuncture, the pediatric patient who won't hold still, the vitals that don't match the chart. Task-mix shift alone raises resistance without any new law, though it also shrinks headcount per clinic.", "plausibility": "already happening", "would_add": 3 }, { "dimension": "judgment_accountability", "change": "Formal escalation authority in standing orders — protocols that require the MA to independently recognize and escalate red-flag vitals or symptoms (chest pain, hypertensive crisis, sepsis screens) with documented sign-off, as some ACO and PCMH quality programs already structure rooming protocols. If the MA's escalation decision becomes an auditable, attributable call rather than a script the provider re-reads, ownership rises.", "plausibility": "plausible", "would_add": 3 }, { "dimension": "judgment_accountability", "change": "Expansion into chronic-care management and RPM billing roles (CMS CPT 99490/99457 require clinical staff time under general supervision), where the MA owns panel outreach, medication-adherence follow-up, and decides which patients get flagged. Reimbursement structure already funds this; wider adoption converts the role from task-taker to panel manager.", "plausibility": "already happening", "would_add": 2 } ], "ceiling_note": "Trust premium has no plausible route: patients do not choose a clinic for its medical assistants, and no billing line prices one. The embodiment score is already near the ceiling and is the main thing holding this occupation up — most upside here is in licensure, and licensure gains would be state-by-state and slow relative to how fast the administrative half is being absorbed. Even with every lever above, headcount per practice can fall while the remaining role scores higher." }, "adjudication": null, "employment_history": { "points": [ { "y": 2017, "emp": 646320, "wage": 32480 }, { "y": 2018, "emp": 673660, "wage": 33610 }, { "y": 2019, "emp": 712430, "wage": 34800 }, { "y": 2020, "emp": 710200, "wage": 35850 }, { "y": 2021, "emp": 727760, "wage": 37190 }, { "y": 2022, "emp": 752460, "wage": 38270 }, { "y": 2023, "emp": 763040, "wage": 42000 }, { "y": 2024, "emp": 793460, "wage": 44200 }, { "y": 2025, "emp": 817870, "wage": 45690 } ], "from": 2017, "to": 2025, "change_pct": 26.5, "comparable_from": 2019, "spans_soc_revision": true }, "pivots": [ { "slug": "licensed-practical-and-licensed-vocational-nurses", "title": "Licensed Practical and Licensed Vocational Nurses", "verdict": "SAFE", "risk_resistance": 73, "median_wage": 64400, "overlap": 74, "skills_to_close": [ "Judgment and Decision Making", "Service Orientation", "Systems Analysis", "Time Management" ] }, { "slug": "psychiatric-technicians", "title": "Psychiatric Technicians", "verdict": "SAFE", "risk_resistance": 67, "median_wage": 45130, "overlap": 67, "skills_to_close": [ "Monitoring", "Negotiation" ] }, { "slug": "physical-therapist-assistants", "title": "Physical Therapist Assistants", "verdict": "SAFE", "risk_resistance": 79, "median_wage": 68380, "overlap": 65, "skills_to_close": [ "Equipment Selection", "Quality Control Analysis" ] } ], "license": "https://cookedindex.com/terms" }