Ambulance Drivers
Transportation & Material MovingAI 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
0.28
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, 73% 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 onlyValues 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.
| Task | βE1 + 0.5 × E2 |
|---|---|
Report facts concerning accidents or emergencies to hospital personnel or law enforcement officials.O*NET Task ID 8612 | 1.0 |
Drive ambulances or assist ambulance drivers in transporting sick, injured, or convalescent persons.O*NET Task ID 8606 | 0.0 |
Remove and replace soiled linens or equipment to maintain sanitary conditions.O*NET Task ID 8607 | 0.0 |
Place patients on stretchers, and load stretchers into ambulances, usually with assistance from other attendants.O*NET Task ID 8608 | 0.0 |
Accompany and assist emergency medical technicians on calls.O*NET Task ID 8609 | 0.0 |
Earn and maintain appropriate certifications.O*NET Task ID 8610 | 0.0 |
Replace supplies and disposable items on ambulances.O*NET Task ID 8611 | 0.0 |
Administer first aid, such as bandaging, splinting, or administering oxygen.O*NET Task ID 8613 | 0.0 |
Restrain or shackle violent patients.O*NET Task ID 8614 | 0.0 |
Perform minor maintenance on emergency medical services vehicles, such as ambulances.O*NET Task ID 21028 | 0.0 |
Clean and wash rigs, ambulances, or equipment.O*NET Task ID 21029 | 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®, Eloundou et al. (2023): see full notices on the Credits page