Commercial Divers
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
0.16
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, 92% 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 % |
|---|---|
Operate underwater video, sonar, recording, or related equipment to investigate underwater structures or marine life.49-9092 | 0.0060100.0 |
| Not observed on any surface — 24 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. | |
Communicate with workers on the surface while underwater, using signal lines or telephones. | —0 |
Take appropriate safety precautions, such as monitoring dive lengths and depths and registering with authorities before diving expeditions begin. | —0 |
Check and maintain diving equipment, such as helmets, masks, air tanks, harnesses, or gauges. | —0 |
Descend into water with the aid of diver helpers, using scuba gear or diving suits. | —0 |
Obtain information about diving tasks and environmental conditions. | —0 |
Inspect and test docks, ships, buoyage systems, plant intakes or outflows, or underwater pipelines, cables, or sewers, using closed circuit television, still photography, and testing equipment. | —0 |
Repair ships, bridge foundations, or other structures below the water line, using caulk, bolts, and hand tools. | —0 |
Cut and weld steel, using underwater welding equipment, jigs, and supports. | —0 |
Recover objects by placing rigging around sunken objects, hooking rigging to crane lines, and operating winches, derricks, or cranes to raise objects. | —0 |
Install pilings or footings for piers or bridges. | —0 |
Take test samples or photographs to assess the condition of vessels or structures. | —0 |
Install, inspect, clean, or repair piping or valves. | —0 |
Remove obstructions from strainers or marine railway or launching ways, using pneumatic or power hand tools. | —0 |
Salvage wrecked ships or their cargo, using pneumatic power velocity and hydraulic tools and explosive charges, when necessary. | —0 |
Set or guide placement of pilings or sandbags to provide support for structures such as docks, bridges, cofferdams, or platforms. | —0 |
Perform activities related to underwater search and rescue, salvage, recovery, or cleanup operations. | —0 |
Supervise or train other divers, including hobby divers. | —0 |
Carry out non-destructive testing, such as tests for cracks on the legs of oil rigs at sea. | —0 |
Inspect the condition of underwater steel or wood structures. | —0 |
Drill holes in rock and rig explosives for underwater demolitions. | —0 |
Remove rubbish or pollution from the sea. | —0 |
Perform offshore oil or gas exploration or extraction duties, such as conducting underwater surveys or repairing and maintaining drilling rigs or platforms. | —0 |
Cultivate or harvest marine species or perform routine work on fish farms. | —0 |
Set up dive sites for recreational instruction. | —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 |
|---|---|
Inspect and test docks, ships, buoyage systems, plant intakes or outflows, or underwater pipelines, cables, or sewers, using closed circuit television, still photography, and testing equipment.O*NET Task ID 13859 | 0.5 |
Take test samples or photographs to assess the condition of vessels or structures.O*NET Task ID 13864 | 0.5 |
Operate underwater video, sonar, recording, or related equipment to investigate underwater structures or marine life.O*NET Task ID 13866 | 0.5 |
Communicate with workers on the surface while underwater, using signal lines or telephones.O*NET Task ID 13854 | 0.0 |
Take appropriate safety precautions, such as monitoring dive lengths and depths and registering with authorities before diving expeditions begin.O*NET Task ID 13855 | 0.0 |
Check and maintain diving equipment, such as helmets, masks, air tanks, harnesses, or gauges.O*NET Task ID 13856 | 0.0 |
Descend into water with the aid of diver helpers, using scuba gear or diving suits.O*NET Task ID 13857 | 0.0 |
Obtain information about diving tasks and environmental conditions.O*NET Task ID 13858 | 0.0 |
Repair ships, bridge foundations, or other structures below the water line, using caulk, bolts, and hand tools.O*NET Task ID 13860 | 0.0 |
Cut and weld steel, using underwater welding equipment, jigs, and supports.O*NET Task ID 13861 | 0.0 |
Recover objects by placing rigging around sunken objects, hooking rigging to crane lines, and operating winches, derricks, or cranes to raise objects.O*NET Task ID 13862 | 0.0 |
Install pilings or footings for piers or bridges.O*NET Task ID 13863 | 0.0 |
Install, inspect, clean, or repair piping or valves.O*NET Task ID 13865 | 0.0 |
Remove obstructions from strainers or marine railway or launching ways, using pneumatic or power hand tools.O*NET Task ID 13867 | 0.0 |
Salvage wrecked ships or their cargo, using pneumatic power velocity and hydraulic tools and explosive charges, when necessary.O*NET Task ID 13868 | 0.0 |
Set or guide placement of pilings or sandbags to provide support for structures, such as docks, bridges, cofferdams, or platforms.O*NET Task ID 13869 | 0.0 |
Perform activities related to underwater search and rescue, salvage, recovery, or cleanup operations.O*NET Task ID 13870 | 0.0 |
Supervise or train other divers, including hobby divers.O*NET Task ID 13871 | 0.0 |
Carry out non-destructive testing, such as tests for cracks on the legs of oil rigs at sea.O*NET Task ID 13872 | 0.0 |
Drill holes in rock and rig explosives for underwater demolitions.O*NET Task ID 13873 | 0.0 |
Remove rubbish or pollution from the sea.O*NET Task ID 13874 | 0.0 |
Perform offshore oil or gas exploration or extraction duties, such as conducting underwater surveys or repairing and maintaining drilling rigs or platforms.O*NET Task ID 13875 | 0.0 |
Cultivate or harvest marine species or perform routine work on fish farms.O*NET Task ID 13876 | 0.0 |
Set up dive sites for recreational instruction.O*NET Task ID 13877 | 0.0 |
Inspect the condition of underwater steel or wood structures.O*NET Task ID 20809 | 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