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Balam Labs
ISCO-08 3153

Aircraft pilots and related associate professionals

30.8%
ADI · 245th of 433 · 95% interval 19.9–42.2

An AI agent can at least partly carry out 30.8% of the task time of aircraft pilots and related associate professionals, and finish 2.3% alone. The barrier that holds most of the rest back is access to the systems the work runs on.

ADI · partial or full30.8%

245th of 433 · interval 19.9–42.2

ADI3 · full delegation2.3%

114th of 433 · interval 0.0–6.0

ADIs · share of time34.5%

223rd of 433 · interval 28.6–40.7

Evidence116

task statements rated by two models and weighted by importance and frequency. World employment: 1.1 million.

Task weight by level

How the tasks rate

28%
41%
29%
L0No meaningful role · 28.5%L1Augmentation · 40.7%L2Partial delegation · 28.6%L3Full delegation · 2.3%
Barriers

What stops the agent

Physical presence63%
Accountability95%
Trust and care25%
Access to systems93%

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

116 task statements, heaviest first
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Monitor engine operation, fuel consumption, and functioning of aircraft systems during flights.Commercial Pilots2.8%L1L1L238%2.0 hPhysical presence, Accountability, Access to systems
Monitor engine operation, fuel consumption, and functioning of aircraft systems during flights.Airline Pilots, Copilots, and Flight Engineers2.6%L1L1L240%3.0 hPhysical presence, Accountability, Access to systems
Monitor gauges, warning devices, and control panels to verify aircraft performance and to regulate engine speed.Airline Pilots, Copilots, and Flight Engineers2.6%L1L1L235%1.5 hPhysical presence, Accountability, Access to systems
Steer aircraft along planned routes, using autopilot and flight management computers.Airline Pilots, Copilots, and Flight Engineers2.6%L1L1L235%2.0 hPhysical presence, Accountability, Access to systems
Consider airport altitudes, outside temperatures, plane weights, and wind speeds and directions to calculate the speed needed to become airborne.Commercial Pilots2.6%L2L3L282%10 minAccountability, Access to systems
Contact control towers for takeoff clearances, arrival instructions, and other information, using radio equipment.Airline Pilots, Copilots, and Flight Engineers2.6%L0L2L026%2 minPhysical presence, Accountability, Access to systems
Start engines, operate controls, and pilot airplanes to transport passengers, mail, or freight, adhering to flight plans, regulations, and procedures.Airline Pilots, Copilots, and Flight Engineers2.6%L1L1L19%3.0 hPhysical presence, Accountability, Trust and care, Access to systems
Check aircraft prior to flights to ensure that the engines, controls, instruments, and other systems are functioning properly.Commercial Pilots2.5%L0L0L112%35 minPhysical presence, Accountability, Access to systems
Work as part of a flight team with other crew members, especially during takeoffs and landings.Airline Pilots, Copilots, and Flight Engineers2.5%L0L0L04%38 minPhysical presence, Accountability, Trust and care, Access to systems
Co-pilot aircraft or perform captain's duties, as required.Commercial Pilots2.5%L0L0L04%5.0 hPhysical presence, Accountability, Trust and care, Access to systems
Contact control towers for takeoff clearances, arrival instructions, and other information, using radio equipment.Commercial Pilots2.5%L1L1L112%3 minPhysical presence, Accountability, Access to systems
Use instrumentation to guide flights when visibility is poor.Airline Pilots, Copilots, and Flight Engineers2.4%L0L0L04%1.2 hPhysical presence, Accountability, Access to systems
Inspect aircraft for defects and malfunctions, according to pre-flight checklists.Airline Pilots, Copilots, and Flight Engineers2.4%L0L0L112%28 minPhysical presence, Accountability, Access to systems
Start engines, operate controls, and pilot airplanes to transport passengers, mail, or freight according to flight plans, regulations, and procedures.Commercial Pilots2.3%L0L0L214%3.0 hPhysical presence, Accountability, Access to systems
Plan flights according to government and company regulations, using aeronautical charts and navigation instruments.Commercial Pilots2.3%L2L2L275%52 minAccountability, Access to systems
Show the other 101 tasks
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Check baggage or cargo to ensure that it has been loaded correctly.Commercial Pilots2.3%L0L0L220%12 minPhysical presence, Accountability, Access to systems
Order changes in fuel supplies, loads, routes, or schedules to ensure safety of flights.Commercial Pilots2.3%L1L1L238%25 minAccountability, Access to systems
Check passenger and cargo distributions and fuel amounts to ensure that weight and balance specifications are met.Airline Pilots, Copilots, and Flight Engineers2.3%L2L2L260%15 minAccountability, Access to systems
Obtain and review data such as load weights, fuel supplies, weather conditions, and flight schedules to determine flight plans and identify needed changes.Commercial Pilots2.2%L2L2L265%52 minAccountability, Access to systems
Choose routes, altitudes, and speeds that will provide the fastest, safest, and smoothest flights.Commercial Pilots2.2%L2L2L262%45 minPhysical presence, Accountability, Access to systems
Write specified information in flight records, such as flight times, altitudes flown, and fuel consumption.Commercial Pilots2.1%L2L2L265%9 minAccountability, Access to systems
Coordinate flight activities with ground crews and air traffic control and inform crew members of flight and test procedures.Airline Pilots, Copilots, and Flight Engineers · supplemental task2.0%L1L1L225%30 minPhysical presence, Accountability, Trust and care, Access to systems
Confer with flight dispatchers and weather forecasters to keep abreast of flight conditions.Airline Pilots, Copilots, and Flight Engineers2.0%L2L2L248%22 minAccountability, Access to systems
Brief crews about flight details, such as destinations, duties, and responsibilities.Airline Pilots, Copilots, and Flight Engineers2.0%L1L1L242%22 minAccountability, Trust and care, Access to systems
Request changes in altitudes or routes as circumstances dictate.Commercial Pilots1.9%L0L1L012%4 minPhysical presence, Accountability, Access to systems
Choose routes, altitudes, and speeds that will provide the fastest, safest, and smoothest flights.Airline Pilots, Copilots, and Flight Engineers1.9%L2L2L270%52 minAccountability, Access to systems
Direct activities of aircraft crews during flights.Airline Pilots, Copilots, and Flight Engineers1.8%L0L0L05%3.0 hPhysical presence, Accountability, Trust and care, Access to systems
Coordinate flight activities with ground crews and air traffic control, and inform crew members of flight and test procedures.Commercial Pilots1.8%L1L1L222%38 minPhysical presence, Accountability, Trust and care, Access to systems
Supervise other crew members.Commercial Pilots1.7%L1L1L112%1.0 hPhysical presence, Accountability, Trust and care, Access to systems
Record in log books information, such as flight times, distances flown, and fuel consumption.Airline Pilots, Copilots, and Flight Engineers1.6%L2L2L275%12 minAccountability, Access to systems
Use instrumentation to pilot aircraft when visibility is poor.Commercial Pilots1.5%L0L1L08%1.2 hPhysical presence, Accountability, Access to systems
Make announcements regarding flights, using public address systems.Airline Pilots, Copilots, and Flight Engineers1.5%L1L1L232%2 minPhysical presence, Accountability, Trust and care, Access to systems
Order changes in fuel supplies, loads, routes, or schedules to ensure safety of flights.Airline Pilots, Copilots, and Flight Engineers1.4%L1L1L238%22 minAccountability, Access to systems
Conduct in-flight tests and evaluations at specified altitudes and in all types of weather to determine the receptivity and other characteristics of equipment and systems.Commercial Pilots1.3%L0L0L110%2.5 hPhysical presence, Accountability, Access to systems
Perform minor aircraft maintenance and repair work, or arrange for major maintenance.Commercial Pilots1.2%L1L1L228%1.8 hPhysical presence, Accountability, Access to systems
Plan and formulate flight activities and test schedules and prepare flight evaluation reports.Commercial Pilots · supplemental task1.2%L2L2L260%3.0 hAccountability, Access to systems
File instrument flight plans with air traffic control so that flights can be coordinated with other air traffic.Commercial Pilots1.1%L3L3L382%20 minAccountability, Access to systems
Perform minor maintenance work, or arrange for major maintenance.Airline Pilots, Copilots, and Flight Engineers · supplemental task1.1%L1L1L225%45 minPhysical presence, Accountability, Access to systems
Instruct other pilots and student pilots in aircraft operations and the principles of flight.Airline Pilots, Copilots, and Flight Engineers1.1%L1L1L228%1.5 hPhysical presence, Accountability, Trust and care, Access to systems
File instrument flight plans with air traffic control to ensure that flights are coordinated with other air traffic.Airline Pilots, Copilots, and Flight Engineers · supplemental task1.1%L3L3L382%18 minAccountability, Access to systems
Instruct other pilots and student pilots in aircraft operations.Commercial Pilots · supplemental task1.1%L1L1L228%1.5 hPhysical presence, Accountability, Trust and care, Access to systems
Evaluate other pilots or pilot-license applicants for proficiency.Airline Pilots, Copilots, and Flight Engineers · supplemental task1.1%L1L1L225%3.3 hPhysical presence, Accountability, Trust and care, Access to systems
Teach company regulations and procedures to other pilots.Commercial Pilots · supplemental task0.9%L2L2L248%2.0 hAccountability, Trust and care, Access to systems
Respond to and report in-flight emergencies and malfunctions.Airline Pilots, Copilots, and Flight Engineers0.8%L1L1L116%38 minPhysical presence, Accountability, Trust and care, Access to systems
Fly with other pilots or pilot-license applicants to evaluate their proficiency.Commercial Pilots · supplemental task0.8%L0L0L05%2.5 hPhysical presence, Accountability, Trust and care, Access to systems
Conduct in-flight tests and evaluations at specified altitudes and in all types of weather to determine the receptivity and other characteristics of equipment and systems.Airline Pilots, Copilots, and Flight Engineers · supplemental task0.8%L1L1L112%2.5 hPhysical presence, Accountability, Access to systems
Plan and formulate flight activities and test schedules and prepare flight evaluation reports.Airline Pilots, Copilots, and Flight Engineers · supplemental task0.8%L2L2L252%3.5 hAccountability, Access to systems
Rescue and evacuate injured persons.Commercial Pilots · supplemental task0.5%L0L0L04%1.5 hPhysical presence, Accountability, Trust and care, Access to systems
Inspect airfield conditions to ensure compliance with federal regulatory requirements.Airfield Operations Specialists0.5%L1L1L225%1.4 hPhysical presence, Accountability, Access to systems
Conduct inspections of the airport property and perimeter to maintain controlled access to airfields.Airfield Operations Specialists0.5%L0L0L112%1.5 hPhysical presence, Accountability, Access to systems
Implement airfield safety procedures to ensure a safe operating environment for personnel and aircraft operation.Airfield Operations Specialists0.5%L1L1L228%2.0 hPhysical presence, Accountability, Trust and care, Access to systems
Manage wildlife on and around airport grounds.Airfield Operations Specialists0.4%L1L1L230%1.5 hPhysical presence, Accountability, Access to systems
Perform and supervise airfield management activities, including mobile airfield management functions.Airfield Operations Specialists0.4%L1L1L225%4.8 hPhysical presence, Accountability, Trust and care, Access to systems
Monitor the arrival, parking, refueling, loading, and departure of all aircraft.Airfield Operations Specialists0.4%L1L1L232%4.3 hPhysical presence, Accountability, Access to systems
Coordinate with agencies to meet aircrew requirements for billeting, messing, refueling, ground transportation, and transient aircraft maintenance.Airfield Operations Specialists · supplemental task0.4%L2L2L255%1.1 hTrust and care, Access to systems
Receive, transmit, and control message traffic.Airfield Operations Specialists · supplemental task0.4%L2L2L255%12 minAccountability, Access to systems
Use airfield landing and navigational aids and digital data terminal communications equipment to perform duties.Airfield Operations Specialists · supplemental task0.3%L1L1L225%45 minPhysical presence, Accountability, Access to systems
Coordinate communications between air traffic control and maintenance personnel.Airfield Operations Specialists0.3%L2L2L240%18 minPhysical presence, Accountability, Trust and care, Access to systems
Maintain air-to-ground and point-to-point radio contact with aircraft commanders.Airfield Operations Specialists · supplemental task0.3%L0L1L012%20 minPhysical presence, Accountability, Trust and care, Access to systems
Coordinate with agencies, such as air traffic control, civil engineers, or command posts, to ensure support of airfield management activities.Airfield Operations Specialists0.3%L1L1L235%52 minAccountability, Trust and care, Access to systems
Assist in responding to aircraft and medical emergencies.Airfield Operations Specialists0.3%L1L1L120%52 minPhysical presence, Accountability, Trust and care, Access to systems
Receive and post weather information and flight plan data, such as air routes or arrival and departure times.Airfield Operations Specialists · supplemental task0.3%L2L2L268%15 minAccountability, Access to systems
Relay departure, arrival, delay, aircraft and airfield status, and other pertinent information to upline controlling agencies.Airfield Operations Specialists0.3%L2L2L258%15 minAccess to systems
Provide aircrews with information and services needed for airfield management and flight planning.Airfield Operations Specialists0.3%L2L2L255%28 minAccountability, Access to systems
Conduct departure and arrival briefings.Airfield Operations Specialists · supplemental task0.3%L1L1L245%25 minAccountability, Trust and care, Access to systems
Maintain flight and event logs, air crew flying records, and flight operations records of incoming and outgoing flights.Airfield Operations Specialists · supplemental task0.3%L2L2L268%25 minAccountability, Access to systems
Post visual display boards and status boards.Airfield Operations Specialists · supplemental task0.3%L2L2L245%20 minPhysical presence, Access to systems
Procure, produce, and provide information on the safe operation of aircraft, such as flight planning publications, operations publications, charts and maps, or weather information.Airfield Operations Specialists · supplemental task0.3%L2L2L262%1.5 hAccountability, Access to systems
Train operations staff.Airfield Operations Specialists0.3%L2L2L250%4.0 hPhysical presence, Accountability, Trust and care, Access to systems
Plan and coordinate airfield construction.Airfield Operations Specialists0.3%L2L2L248%22 hPhysical presence, Accountability, Trust and care, Access to systems
Collaborate with others to plan flight schedules and air crew assignments.Airfield Operations Specialists · supplemental task0.3%L2L2L258%2.3 hAccountability, Trust and care, Access to systems
Initiate or conduct airport-wide coordination of snow removal on runways and taxiways.Airfield Operations Specialists0.2%L2L2L242%1.5 hPhysical presence, Accountability, Trust and care, Access to systems
Anticipate aircraft equipment needs for air evacuation and cargo flights.Airfield Operations Specialists · supplemental task0.2%L2L2L260%1.1 hAccountability, Access to systems
Coordinate changes to flight itineraries with appropriate Air Traffic Control (ATC) agencies.Airfield Operations Specialists · supplemental task0.2%L2L2L245%25 minAccountability, Access to systems
Check military flight plans with civilian agencies.Airfield Operations Specialists · supplemental task0.1%L2L2L250%30 minAccountability, Access to systems
Enforce safety rules and regulations.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L1L1L225%45 minPhysical presence, Accountability, Trust and care, Access to systems
Confer with customers, supervisors, contractors, or other personnel to exchange information or to resolve problems.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L2L2L245%25 minTrust and care, Access to systems
Resolve worker problems or collaborate with employees to assist in problem resolution.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L1L1L230%25 minPhysical presence, Trust and care, Access to systems
Plan work assignments and equipment allocations to meet transportation, operations or production goals.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L2L2L258%1.3 hAccess to systems
Review orders, production schedules, blueprints, or shipping or receiving notices to determine work sequences and material shipping dates, types, volumes, or destinations.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L2L2L265%45 minAccess to systems
Drive vehicles or operate machines or equipment to complete work assignments or to assist workers.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L0L0L02%3.0 hPhysical presence, Accountability, Access to systems
Interpret transportation or tariff regulations, shipping orders, safety regulations, or company policies and procedures for workers.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L2L2L260%32 minAccountability, Trust and care
Examine, measure, or weigh cargo or materials to determine specific handling requirements.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L1L1L120%18 minPhysical presence, Accountability, Access to systems
Monitor field work to ensure proper performance and use of materials.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L1L1L232%1.3 hPhysical presence, Trust and care, Access to systems
Maintain or verify records of time, materials, expenditures, or crew activities.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L2L2L260%38 minAccountability, Access to systems
Inspect or test materials, stock, vehicles, equipment, or facilities to ensure that they are safe, free of defects, and consistent with specifications.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L1L1L230%45 minPhysical presence, Accountability, Access to systems
Dispatch personnel and vehicles in response to telephone or radio reports of emergencies.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L2L2L248%8 minAccountability, Access to systems
Compute or estimate cash, payroll, transportation, personnel, or storage requirements.First-Line Supervisors of Material-Moving Machine and Vehicle Operators · supplemental task0.1%L2L2L268%1.3 hAccess to systems
Direct workers in transportation or related services, such as pumping, moving, storing, or loading or unloading of materials.First-Line Supervisors of Material-Moving Machine and Vehicle Operators · supplemental task0.1%L1L1L232%2.3 hPhysical presence, Accountability, Trust and care, Access to systems
Assist workers in tasks, such as loading vehicles.First-Line Supervisors of Material-Moving Machine and Vehicle Operators · supplemental task0.1%L0L0L219%30 minPhysical presence, Accountability, Trust and care, Access to systems
Plan and establish schedules.First-Line Supervisors of Material-Moving Machine and Vehicle Operators · supplemental task0.1%L2L2L262%1.8 hAccess to systems
Requisition needed personnel, supplies, equipment, parts, or repair services.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L2L2L262%38 minAccess to systems
Explain and demonstrate work tasks to new workers or assign training tasks to experienced workers.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L1L1L228%1.3 hPhysical presence, Accountability, Trust and care, Access to systems
Perform or schedule repairs or preventive maintenance of vehicles or other equipment.First-Line Supervisors of Material-Moving Machine and Vehicle Operators · supplemental task0.1%L2L2L242%1.3 hPhysical presence, Accountability, Access to systems
Prepare, compile, and submit reports on work activities, operations, production, or work-related accidents.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L2L2L268%52 minAccountability, Access to systems
Recommend and implement measures to improve worker motivation, equipment performance, work methods, or customer services.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L2L2L245%3.3 hPhysical presence, Trust and care, Access to systems
Recommend or implement personnel actions, such as employee selection, evaluation, rewards, or disciplinary actions.First-Line Supervisors of Material-Moving Machine and Vehicle Operators0.1%L2L2L255%1.5 hAccountability, Trust and care, Access to systems
Observe and evaluate workers' appearance and performance to ensure quality service and compliance with specifications.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L1L1L122%1.0 hPhysical presence, Accountability, Trust and care, Access to systems
Train workers in proper operational procedures and functions and explain company policies.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L1L1L242%1.5 hPhysical presence, Accountability, Trust and care
Take disciplinary action to address performance problems.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L1L1L238%1.5 hAccountability, Trust and care, Access to systems
Resolve customer complaints regarding worker performance or services rendered.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L2L2L252%35 minAccountability, Trust and care, Access to systems
Requisition necessary supplies, equipment, or services.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L2L2L262%38 minAccess to systems
Recruit and hire staff members.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L2L2L258%6.0 hAccountability, Trust and care, Access to systems
Recommend and implement measures to improve worker motivation, work methods, or customer services.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L1L1L242%3.5 hTrust and care, Access to systems
Participate in continuing education to stay abreast of industry trends and developments.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L1L1L250%1.8 h–
Confer with customers, supervisors, contractors, or other personnel to exchange information or to resolve problems.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L2L2L242%25 minPhysical presence, Trust and care, Access to systems
Meet with managers or other supervisors to stay informed of changes affecting operations.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L1L1L228%52 minPhysical presence, Trust and care, Access to systems
Inspect work areas or operating equipment to ensure conformance to established standards in areas such as cleanliness or maintenance.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L1L1L115%35 minPhysical presence, Accountability, Access to systems
Inspect materials, stock, vehicles, equipment, or facilities to ensure that they are safe, free of defects, and consistent with specifications.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L1L1L120%45 minPhysical presence, Accountability, Access to systems
Inform workers about interests or special needs of specific groups.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L2L2L260%30 minTrust and care, Access to systems
Explain and demonstrate work tasks to new workers or assign training tasks to experienced workers.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L1L1L232%1.0 hPhysical presence, Accountability, Trust and care
Enforce safety rules and regulations.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L1L1L230%1.0 hPhysical presence, Accountability, Trust and care, Access to systems
Direct or coordinate the activities of workers, such as flight or car attendants.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L1L1L230%4.5 hPhysical presence, Accountability, Trust and care, Access to systems
Compute or estimate cash, payroll, transportation, or personnel requirements.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L2L2L268%1.0 hAccess to systems
Apply customer feedback to service improvement efforts.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L2L2L258%2.0 hTrust and care, Access to systems
Analyze and record personnel or operational data and write related activity reports.First-Line Supervisors of Passenger Attendants · supplemental task0.1%L2L2L270%1.5 hAccess 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

MeasureValuePercentilePct
ADI (this index)30.8%44
Eloundou et al. (2024), GPT exposure β0.30549
Felten et al. (2021), AI occupational exposure-0.11449
Webb (2020), AI patent exposure74.64667
Eisfeldt et al. (2026), generative AI exposure0.11641
Anthropic Economic Index, observed use0.00435

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 (31)

Neighbouring occupations

Dashed line: aircraft pilots and related associate professionals (30.8%).

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: Aircraft pilots and related associate professionals (ISCO-08 3153), https://balamlabs.org/adi/occupations/3153

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: Aircraft pilots and related associate professionals (ISCO-08 3153)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/3153.json.