AI Exposure Leaderboard

All 968 occupations ranked by AI task exposure. “Most exposed” means the task mix — not a prediction about any person. Methodology.

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Rank	Occupation	Score ↓	Exposure	Percentile
#885	Shoe Machine Operators and TendersProduction	15	Low	6
#885	Telecommunications Line Installers and RepairersInstallation & Repair	15	Low	6
#903	Ambulance Drivers and Attendants, Except Emergency Medical TechniciansTransportation	14	Low	4
#903	Bicycle RepairersInstallation & Repair	14	Low	4
#903	Bus and Truck Mechanics and Diesel Engine SpecialistsInstallation & Repair	14	Low	4
#903	Continuous Mining Machine OperatorsConstruction	14	Low	4
#903	Derrick Operators, Oil and GasConstruction	14	Low	4
#903	Electrical Power-Line Installers and RepairersInstallation & Repair	14	Low	4
#903	Fishing and Hunting WorkersFarming & Forestry	14	Low	4
#903	Floor Layers, Except Carpet, Wood, and Hard TilesConstruction	14	Low	4
#903	Food Preparation WorkersFood Service	14	Low	4
#903	Helpers--Installation, Maintenance, and Repair WorkersInstallation & Repair	14	Low	4
#903	Janitors and Cleaners, Except Maids and Housekeeping CleanersBuilding & Grounds	14	Low	4
#903	Painters, Construction and MaintenanceConstruction	14	Low	4
#903	Pourers and Casters, MetalProduction	14	Low	4
#903	Railroad Brake, Signal, and Switch Operators and Locomotive FirersTransportation	14	Low	4
#903	Shoe and Leather Workers and RepairersProduction	14	Low	4
#903	Stone Cutters and Carvers, ManufacturingProduction	14	Low	4
#903	Terrazzo Workers and FinishersConstruction	14	Low	4
#903	Wellhead PumpersTransportation	14	Low	4
#903	Woodworking Machine Setters, Operators, and Tenders, Except SawingProduction	14	Low	4
#922	Aircraft Structure, Surfaces, Rigging, and Systems AssemblersProduction	13	Low	3
#922	FirefightersProtective Service	13	Low	3
#922	Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble SettersConstruction	13	Low	3
#922	Helpers--Extraction WorkersConstruction	13	Low	3
#922	Highway Maintenance WorkersConstruction	13	Low	3
#922	Hoist and Winch OperatorsTransportation	13	Low	3
#922	Landscaping and Groundskeeping WorkersBuilding & Grounds	13	Low	3
#922	Maids and Housekeeping CleanersBuilding & Grounds	13	Low	3
#922	Motorboat Mechanics and Service TechniciansInstallation & Repair	13	Low	3
#922	Nursing AssistantsHealthcare Support	13	Low	3
#922	Oral and Maxillofacial SurgeonsHealthcare	13	Low	3
#922	Rail-Track Laying and Maintenance Equipment OperatorsConstruction	13	Low	3
#922	Reinforcing Iron and Rebar WorkersConstruction	13	Low	3
#922	Rock Splitters, QuarryConstruction	13	Low	3
#922	Surgical AssistantsHealthcare	13	Low	3
#922	Tire Repairers and ChangersInstallation & Repair	13	Low	3
#938	Automotive Glass Installers and RepairersInstallation & Repair	12	Low	1
#938	BoilermakersConstruction	12	Low	1
#938	DishwashersFood Service	12	Low	1
#938	Dredge OperatorsTransportation	12	Low	1
#938	Fence ErectorsConstruction	12	Low	1
#938	GlaziersConstruction	12	Low	1
#938	Helpers--Pipelayers, Plumbers, Pipefitters, and SteamfittersConstruction	12	Low	1
#938	Loading and Moving Machine Operators, Underground MiningConstruction	12	Low	1
#938	Pile Driver OperatorsConstruction	12	Low	1
#938	RoofersConstruction	12	Low	1
#938	Segmental PaversConstruction	12	Low	1
#938	StonemasonsConstruction	12	Low	1
#938	TapersConstruction	12	Low	1