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Balam Labs
ISCO-08 7541

Underwater divers

6.6%
ADI · 381st of 433 · 95% interval 0.0–20.9

An AI agent can at least partly carry out 6.6% of the task time of underwater divers, and finish 0.0% alone. The barrier that holds most of the rest back is access to the systems the work runs on.

ADI · partial or full6.6%

381st of 433 · interval 0.0–20.9

ADI3 · full delegation0.0%

201st of 433 · interval 0.0–0.0

ADIs · share of time14.3%

363rd of 433 · interval 7.5–22.5

Evidence23

task statements rated by two models and weighted by importance and frequency. World employment: 0.1 million.

Task weight by level

How the tasks rate

66%
27%
L0No meaningful role · 66.0%L1Augmentation · 27.4%L2Partial delegation · 6.6%L3Full delegation · 0.0%
Barriers

What stops the agent

Physical presence97%
Accountability82%
Trust and care17%
Access to systems90%

Share of task weight flagged by each barrier; a task can carry several.

23 task statements, heaviest first
Task statement (O*NET occupation)WeightLevelSonnet · HaikuShareHuman timeBarriers
Take appropriate safety precautions, such as monitoring dive lengths and depths and registering with authorities before diving expeditions begin.Commercial Divers9.1%L1L1L235%1.3 hPhysical presence, Accountability, Access to systems
Communicate with workers on the surface while underwater, using signal lines or telephones.Commercial Divers8.2%L0L0L01%30 minPhysical presence, Accountability, Trust and care, Access to systems
Check and maintain diving equipment, such as helmets, masks, air tanks, harnesses, or gauges.Commercial Divers7.9%L0L0L112%45 minPhysical presence, Accountability, Access to systems
Obtain information about diving tasks and environmental conditions.Commercial Divers6.6%L2L2L260%1.0 hPhysical presence, Accountability, Access to systems
Descend into water with the aid of diver helpers, using scuba gear or diving suits.Commercial Divers6.6%L0L0L02%1.4 hPhysical presence, Accountability, Trust and care, Access to systems
Supervise or train other divers, including hobby divers.Commercial Divers5.5%L1L1L115%4.0 hPhysical presence, Accountability, Trust and care, Access to systems
Inspect the condition of underwater steel or wood structures.Commercial Divers4.5%L1L1L116%2.5 hPhysical presence, Accountability, Access to systems
Operate underwater video, sonar, recording, or related equipment to investigate underwater structures or marine life.Commercial Divers4.3%L1L1L115%1.8 hPhysical presence, Accountability, Access to systems
Repair ships, bridge foundations, or other structures below the water line, using caulk, bolts, and hand tools.Commercial Divers4.2%L0L0L05%5.5 hPhysical presence, Accountability, Access to systems
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.Commercial Divers4.1%L1L1L115%3.0 hPhysical presence, Accountability, Access to systems
Install, inspect, clean, or repair piping or valves.Commercial Divers3.9%L0L0L110%2.3 hPhysical presence, Accountability, Access to systems
Take test samples or photographs to assess the condition of vessels or structures.Commercial Divers3.9%L0L0L112%1.8 hPhysical presence, Accountability, Access to systems
Recover objects by placing rigging around sunken objects, hooking rigging to crane lines, and operating winches, derricks, or cranes to raise objects.Commercial Divers3.7%L0L0L04%3.0 hPhysical presence, Accountability, Access to systems
Cut and weld steel, using underwater welding equipment, jigs, and supports.Commercial Divers3.6%L0L0L16%2.3 hPhysical presence, Accountability, Access to systems
Set or guide placement of pilings or sandbags to provide support for structures, such as docks, bridges, cofferdams, or platforms.Commercial Divers3.2%L0L0L18%4.0 hPhysical presence, Accountability, Trust and care, Access to systems
Show the other 8 tasks
Task statement (O*NET occupation)WeightLevelSonnet · HaikuShareHuman timeBarriers
Carry out non-destructive testing, such as tests for cracks on the legs of oil rigs at sea.Commercial Divers3.1%L0L0L110%5.0 hPhysical presence, Accountability, Access to systems
Perform activities related to underwater search and rescue, salvage, recovery, or cleanup operations.Commercial Divers3.1%L0L0L19%5.5 hPhysical presence, Accountability, Access to systems
Install pilings or footings for piers or bridges.Commercial Divers2.9%L0L0L05%5.5 hPhysical presence, Accountability, Trust and care, Access to systems
Remove obstructions from strainers or marine railway or launching ways, using pneumatic or power hand tools.Commercial Divers2.9%L0L0L04%2.0 hPhysical presence, Accountability, Access to systems
Perform offshore oil or gas exploration or extraction duties, such as conducting underwater surveys or repairing and maintaining drilling rigs or platforms.Commercial Divers · supplemental task2.7%L0L0L110%6.0 hPhysical presence, Accountability, Trust and care, Access to systems
Remove rubbish or pollution from the sea.Commercial Divers · supplemental task2.4%L0L0L16%3.0 hPhysical presence, Accountability, Access to systems
Salvage wrecked ships or their cargo, using pneumatic power velocity and hydraulic tools and explosive charges, when necessary.Commercial Divers2.2%L0L0L18%8.0 hPhysical presence, Accountability, Access to systems
Drill holes in rock and rig explosives for underwater demolitions.Commercial Divers · supplemental task1.6%L0L0L05%5.5 hPhysical presence, Accountability, Access to systems

Level: consensus of the two models (the lower level when they disagree). Share: part of the task’s working time an agent could take over. Human time: minutes a competent person needs for one instance, as estimated by the models.

Against other measures

Exposure is not delegation

MeasureValuePercentile
ADI (this index)6.6%12
Eloundou et al. (2024), GPT exposure β0.06211
Felten et al. (2021), AI occupational exposure-1.10315
Webb (2020), AI patent exposure5752
Eisfeldt et al. (2026), generative AI exposure04
Anthropic Economic Index, observed use016

Earlier indices measure whether AI can touch a task; ADI measures how much of it an agent can carry out from a goal. – : the source does not cover this occupation.

Same sub-major group (75)

Neighbouring occupations

Dashed line: underwater divers (6.6%).

Cite this record
Text

Espinal Maya, Cristian, and Santiago Jiménez Londoño. 2026. ADI v2026.1: Agent Delegability Index data, code and MCP server. Zenodo. https://doi.org/10.5281/zenodo.23552918. Record: Underwater divers (ISCO-08 7541), https://balamlabs.org/adi/occupations/7541

BibTeX
@misc{espinal2026adidata,
  title     = {{ADI} v2026.1: Agent Delegability Index data, code and {MCP} server},
  author    = {Espinal Maya, Cristian and Jim{\'e}nez Londo{\~n}o, Santiago},
  year      = {2026},
  publisher = {Zenodo},
  version   = {v2026.1},
  doi       = {10.5281/zenodo.23552918},
  url       = {https://doi.org/10.5281/zenodo.23552918},
  note      = {Record: Underwater divers (ISCO-08 7541)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/7541.json.