Occupational Health and Safety Specialists

Healthcare

AI exposure

  • Data source: BLSPublished: 2026-08

    High· relative

    LowFour relative bandsVery high

    Group-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

    Source dataset (XLSX download)

  • Data source: ILOPublished: 2025

    0.28

    0.09Range of values carried here0.70

    Group-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.

    Source dataset

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
TaskClaude.aiRaw / share %APIRaw / share %
Conduct safety training or education programs and demonstrate the use of safety equipment.

29-9011

0.0022100.0—0
Perform laboratory analyses or physical inspections of samples to detect disease or to assess purity or cleanliness.
—00.0070100.0
Not observed on any surface — 18 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.
Order suspension of activities that pose threats to workers' health or safety.
—0—0
Recommend measures to help protect workers from potentially hazardous work methods, processes, or materials.
—0—0
Investigate accidents to identify causes or to determine how such accidents might be prevented in the future.
—0—0
Investigate the adequacy of ventilation, exhaust equipment, lighting, or other conditions that could affect employee health, comfort, or performance.
—0—0
Develop or maintain hygiene programs, such as noise surveys, continuous atmosphere monitoring, ventilation surveys, or asbestos management plans.
—0—0
Inspect or evaluate workplace environments, equipment, or practices to ensure compliance with safety standards and government regulations.
—0—0
Collaborate with engineers or physicians to institute control or remedial measures for hazardous or potentially hazardous conditions or equipment.
—0—0
Provide new-employee health and safety orientations and develop materials for these presentations.
—0—0
Collect samples of dust, gases, vapors, or other potentially toxic materials for analysis.
—0—0
Investigate health-related complaints and inspect facilities to ensure that they comply with public health legislation and regulations.
—0—0
Coordinate "right-to-know" programs regarding hazardous chemicals or other substances.
—0—0
Maintain or update emergency response plans or procedures.
—0—0
Develop or maintain medical monitoring programs for employees.
—0—0
Inspect specified areas to ensure the presence of fire prevention equipment, safety equipment, or first-aid supplies.
—0—0
Conduct audits at hazardous waste sites or industrial sites or participate in hazardous waste site investigations.
—0—0
Collect samples of hazardous materials or arrange for sample collection.
—0—0
Maintain inventories of hazardous materials or hazardous wastes, using waste tracking systems to ensure that materials are handled properly.
—0—0
Prepare hazardous, radioactive, or mixed waste samples for transportation or storage by treating, compacting, packaging, and labeling them.
—0—0

Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page

Occupation information