{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/cardiovascular-technologists-and-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": "Cardiovascular Technologists and Technicians", "soc_code": "29-2031", "category": "Healthcare", "us_employment": 62960, "median_annual_wage": 74310 }, "verdict": "EXPOSED", "risk_resistance": 63, "contested": false, "near_boundary": false, "dimensions": { "task_resistance": 14, "embodiment": 18, "liability_shield": 8, "trust_premium": 12, "judgment_accountability": 11 }, "reasoning": { "task_resistance": "Getting an apical four-chamber window on a COPD patient with a bad acoustic window means angling the probe against ribs and coaching breath-holds in real time, and threading sheaths and manifolds in the cath lab is manual — but auto-EF, automated border tracing, and computer-generated ECG interpretation have already absorbed the measurement and preliminary-read portion of the shift, which is why this sits at 14 and not 18.", "embodiment": "You are at the table with a gowned patient: rolling stroke patients into left lateral decubitus, holding sterile field during femoral or radial access, shaving and prepping groins, running a Holter hookup at bedside, and standing through a two-hour ablation — nothing here happens away from the body, and the 18 rather than 20 reflects that Holter/telemetry review and report prep are genuinely screen-based.", "liability_shield": "RCS, RCIS, and RCES from CCI or ARDMS are demanded by hospital credentialing committees and by payers who won't reimburse studies from uncredentialed techs, so the barrier bites at hiring — but only a handful of states license cardiovascular techs, the interpreting cardiologist signs and owns the diagnostic read, so you don't carry personal legal exposure for the findings the way a licensed practitioner does.", "trust_premium": "Patients meeting you for 40 minutes in a darkened echo room while you explain what the images mean and keep them still through a stress protocol builds real rapport, and the cardiologists you work with daily learn whose loops they can trust — but the study travels to the reading physician under a tech ID, not your name, and most patients never ask for a specific sonographer.", "judgment_accountability": "You decide in the moment to add a subcostal view or agitated saline when something looks off, call the stress test off when ST segments change or the patient's pressure drops, and flag a pericardial effusion or dissection to the physician immediately — that's discretion inside an ordered protocol with a cardiologist reachable, which is 11, not the unsupervised diagnostic call that scores 15+." }, "rationale": "The core of this job — positioning patients, manipulating an echo probe to get diagnostic windows, prepping and assisting in the cath lab, monitoring hemodynamics during a stent placement — is hands-on work on live bodies that today's robotics cannot do. What AI is already eating is the measurement and interpretation layer: automated ECG reading, auto-EF and strain quantification, chamber tracing, and preliminary report text. Credentialing (RCS, RCIS, RCES) is employer-mandated and payer-driven rather than a state license in most jurisdictions, so the regulatory moat is real but thinner than for nurses or radiologists.", "outlook": "Employment holds or grows with an aging cardiac population, but the interpretation-and-reporting slice of the day shrinks while the procedural and difficult-acquisition slice becomes the job.", "what_would_raise_it": { "levers": [ { "dimension": "liability_shield", "change": "State licensure for diagnostic cardiac sonographers/cath lab personnel spreading beyond the handful of states that already have it (Oregon, New Mexico, North Dakota, Ohio license sonographers; bills recur in New York, New Jersey, Florida via the Sonography Coalition/SDMS). A statute naming a licensed sonographer as the person accountable for image adequacy — and required to attest that AI-derived measurements (auto-EF, strain, chamber tracing) were verified on the images — converts an employer credential into a personal legal duty.", "plausibility": "plausible", "would_add": 5 }, { "dimension": "liability_shield", "change": "Payer or accreditation-side tightening rather than legislation: IAC/ACR echo and cath lab accreditation standards, or a CMS condition of payment, requiring that every study billed be acquired and measurement-verified by an RCS/RDCS/RCIS-credentialed individual, with the credential number on the technical component. Watch IAC Echocardiography standards revisions and any CMS rule on AI-assisted cardiac measurement billing.", "plausibility": "already happening", "would_add": 3 }, { "dimension": "task_resistance", "change": "Task-mix shift as the measurement tier is fully automated: the residual role concentrates on the genuinely hard acquisition work — poor acoustic windows in obese/COPD patients, TEE and intracardiac echo support for structural heart procedures (TAVR, mitral clip, LAAO), stress echo timing, pediatric/congenital anatomy, and intraprocedural hemodynamic troubleshooting. This tier grows in absolute volume as structural heart programs expand, and no law is needed for it.", "plausibility": "already happening", "would_add": 3 }, { "dimension": "judgment_accountability", "change": "Formal recognition of the tech's escalation duty in protocol: hospital policy or society guidance (ASE/SCAI) that names the technologist as the person who must flag critical findings — pericardial effusion with tamponade physiology, aortic dissection, new severe regurgitation, hemodynamic collapse during PCI — and extend a scan beyond protocol without waiting for a reading physician. Where this is written into the sonographer's scope rather than treated as informal, the role owns a consequential call under ambiguity.", "plausibility": "plausible", "would_add": 3 }, { "dimension": "judgment_accountability", "change": "Autonomy over whether an AI-generated measurement set is acceptable: a documented override log in which the tech records rejection of auto-quantification and substitutes manual tracing, becoming the named accountable party for the numbers that reach the report. Some vendor workflows (EchoGo, Us2.ai) already require a human confirmation step; a requirement that the confirmer be identified and auditable is the change to watch.", "plausibility": "plausible", "would_add": 2 } ], "ceiling_note": "Embodiment at 18 is effectively at ceiling — nothing raises it further. Trust premium is omitted deliberately: patients do not select their cardiovascular technologist, referrals route through cardiologists, and there is no realistic consumer market that pays extra for a human scanner. Also note that liability_shield gains here are partly offset by the same licensure statutes making the physician, not the tech, the signing party on interpretation; licensure raises the floor for acquisition accountability, not for reading." }, "adjudication": null, "employment_history": { "points": [ { "y": 2017, "emp": 56130, "wage": 55270 }, { "y": 2018, "emp": 56560, "wage": 56850 }, { "y": 2019, "emp": 56110, "wage": 57720 }, { "y": 2020, "emp": 55980, "wage": 59100 }, { "y": 2021, "emp": 55760, "wage": 60570 }, { "y": 2022, "emp": 55750, "wage": 63020 }, { "y": 2023, "emp": 55660, "wage": 66170 }, { "y": 2024, "emp": 61180, "wage": 67260 }, { "y": 2025, "emp": 62960, "wage": 74310 } ], "from": 2017, "to": 2025, "change_pct": 12.2, "comparable_from": 2019, "spans_soc_revision": true }, "pivots": [ { "slug": "respiratory-therapists", "title": "Respiratory Therapists", "verdict": "SAFE", "risk_resistance": 78, "median_wage": 82280, "overlap": 80, "skills_to_close": [ "Systems Evaluation", "Active Learning", "Operations Analysis", "Systems Analysis" ] }, { "slug": "physical-therapist-assistants", "title": "Physical Therapist Assistants", "verdict": "SAFE", "risk_resistance": 79, "median_wage": 68380, "overlap": 58, "skills_to_close": [ "Systems Evaluation" ] } ], "license": "https://cookedindex.com/terms" }