Emergency Medical Technicians
HealthcareAI exposure
- Data source: BLSPublished: 2026-08
Low· relative
LowFour relative bandsVery highGroup-level value
Scale, basis and source
Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
- Data source: AnthropicPublished: 2026-03
0.000
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.22
0.09Range of values carried here0.70Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
ISCO-08 unit group — every occupation sharing the code gets this value
Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 81% score at or above this value.
What kind of figure this source publishes
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
Task-level exposure
Exposed tasks only| Task | Claude.aiRaw / share % |
|---|---|
Comfort and reassure patients.29-2041 | 0.0024100.0 |
| Not observed on any surface — 14 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | |
Administer first aid treatment or life support care to sick or injured persons in prehospital settings. | —0 |
Operate equipment, such as electrocardiograms (EKGs), external defibrillators, or bag valve mask resuscitators, in advanced life support environments. | —0 |
Assess nature and extent of illness or injury to establish and prioritize medical procedures. | —0 |
Maintain vehicles and medical and communication equipment and replenish first aid equipment and supplies. | —0 |
Observe, record, and report to physician the patient's condition or injury, the treatment provided, and reactions to drugs or treatment. | —0 |
Perform emergency diagnostic and treatment procedures, such as stomach suction, airway management, or heart monitoring, during ambulance ride. | —0 |
Administer drugs, orally or by injection, or perform intravenous procedures under a physician's direction. | —0 |
Coordinate work with other emergency medical team members or police or fire department personnel. | —0 |
Communicate with dispatchers or treatment center personnel to provide information about situation, to arrange reception of victims, or to receive instructions for further treatment. | —0 |
Immobilize patient for placement on stretcher and ambulance transport, using backboard or other spinal immobilization device. | —0 |
Decontaminate ambulance interior following treatment of patient with infectious disease and report case to proper authorities. | —0 |
Drive mobile intensive care unit to specified location, following instructions from emergency medical dispatcher. | —0 |
Coordinate with treatment center personnel to obtain patients' vital statistics and medical history, to determine the circumstances of the emergency, and to administer emergency treatment. | —0 |
Attend training classes to maintain certification licensure, keep abreast of new developments in the field, or maintain existing knowledge. | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Attend training classes to maintain certification licensure, keep abreast of new developments in the field, or maintain existing knowledge.O*NET Task ID 22854 | 1.0 |
Observe, record, and report to physician the patient's condition or injury, the treatment provided, and reactions to drugs or treatment.O*NET Task ID 22862 | 1.0 |
Communicate with dispatchers or treatment center personnel to provide information about situation, to arrange reception of victims, or to receive instructions for further treatment.O*NET Task ID 22856 | 0.5 |
Administer first aid treatment or life support care to sick or injured persons in prehospital settings.O*NET Task ID 22852 | 0.0 |
Assess nature and extent of illness or injury to establish and prioritize medical procedures.O*NET Task ID 22853 | 0.0 |
Comfort and reassure patients.O*NET Task ID 22855 | 0.0 |
Coordinate work with other emergency medical team members or police or fire department personnel.O*NET Task ID 22857 | 0.0 |
Decontaminate ambulance interior following treatment of patient with infectious disease, and report case to proper authorities.O*NET Task ID 22858 | 0.0 |
Drive mobile intensive care unit to specified location, following instructions from emergency medical dispatcher.O*NET Task ID 22859 | 0.0 |
Immobilize patient for placement on stretcher and ambulance transport, using backboard or other spinal immobilization device.O*NET Task ID 22860 | 0.0 |
Maintain vehicles and medical and communication equipment, and replenish first aid equipment and supplies.O*NET Task ID 22861 | 0.0 |
Perform emergency diagnostic and treatment procedures, such as stomach suction, airway management, or heart monitoring, during ambulance ride.O*NET Task ID 22863 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page