Category Ranking
Ranking for category: Transportation and Material Moving.
#1High confidenceWorkflowAATransportation and Material Moving • Transportation and Warehousing
A large share of Automotive and Watercraft Service Attendants tasks are currently automatable in Farm Product Warehousing and Storage.
Exposure benchmark: 86% • SOC 53-6031.00
#2Medium confidenceCoordinationBDTransportation and Material Moving • Transportation and Warehousing
A large share of Bus Drivers, School tasks are currently automatable in Other Support Activities for Water Transportation.
Exposure benchmark: 86% • SOC 53-3051.00
#3Medium confidenceProductivityMFTransportation and Material Moving • Transportation and Warehousing
A large share of Machine Feeders and Offbearers tasks are currently automatable in Freight Transportation Arrangement.
Exposure benchmark: 86% • SOC 53-7063.00
#4Medium confidenceSystemsCOTransportation and Material Moving • Transportation and Warehousing
A large share of Cleaners of Vehicles and Equipment tasks are currently automatable in Other Support Activities for Road Transportation.
Exposure benchmark: 85% • SOC 53-7061.00
#5High confidenceInsightSATransportation and Material Moving • Transportation and Warehousing
A large share of Stockers and Order Fillers tasks are currently automatable in Scenic and Sightseeing Transportation, Water.
Exposure benchmark: 84% • SOC 53-7065.00
#6High confidenceAnalysisSATransportation and Material Moving • Transportation and Warehousing
A large share of Subway and Streetcar Operators tasks are currently automatable in Packing and Crating.
Exposure benchmark: 84% • SOC 53-4041.00
#7Medium confidenceInsightWPTransportation and Material Moving • Professional, Scientific, and Technical Services
A large share of Wellhead Pumpers tasks are currently automatable in Research and Development in the Social Sciences and Humanities.
Exposure benchmark: 84% • SOC 53-7073.00
#8High confidenceProductivityHATransportation and Material Moving • Professional, Scientific, and Technical Services
A large share of Heavy and Tractor-Trailer Truck Drivers tasks are currently automatable in Commercial Photography.
Exposure benchmark: 83% • SOC 53-3032.00
#9High confidenceProductivityRATransportation and Material Moving • Professional, Scientific, and Technical Services
A large share of Recycling and Reclamation Workers tasks are currently automatable in Research and Development in Nanotechnology.
Exposure benchmark: 83% • SOC 53-7062.04
#10High confidenceProductivitySATransportation and Material Moving • Transportation and Warehousing
A large share of Sailors and Marine Oilers tasks are currently automatable in General Freight Trucking, Local.
Exposure benchmark: 83% • SOC 53-5011.00
#11High confidenceSystemsACTransportation and Material Moving • Professional, Scientific, and Technical Services
A large share of Aircraft Cargo Handling Supervisors tasks are currently automatable in Other Management Consulting Services.
Exposure benchmark: 82% • SOC 53-1041.00
#12High confidenceCoordinationCOTransportation and Material Moving • Transportation and Warehousing
A large share of Conveyor Operators and Tenders tasks are currently automatable in Marine Cargo Handling.
Exposure benchmark: 82% • SOC 53-7011.00
#13Medium confidenceAnalysisTDTransportation and Material Moving • Transportation and Warehousing
A large share of Taxi Drivers tasks are currently automatable in Navigational Services to Shipping.
Exposure benchmark: 82% • SOC 53-3054.00
#14High confidenceOperationsASTransportation and Material Moving • Professional, Scientific, and Technical Services
A large share of Aircraft Service Attendants tasks are currently automatable in Commercial Photography.
Exposure benchmark: 81% • SOC 53-6032.00
#15High confidenceOperationsBATransportation and Material Moving • Transportation and Warehousing
A large share of Bridge and Lock Tenders tasks are currently automatable in Port and Harbor Operations.
Exposure benchmark: 81% • SOC 53-6011.00
#16Medium confidenceToolingTVTransportation and Material Moving • Transportation and Warehousing
A large share of Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation tasks are currently automatable in Marine Cargo Handling.
Exposure benchmark: 81% • SOC 53-6051.07
#17Medium confidenceOperationsADTransportation and Material Moving • Professional, Scientific, and Technical Services
Ambulance Drivers and Attendants, Except Emergency Medical Technicians shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 78% • SOC 53-3011.00
#18High confidencePlanningGCTransportation and Material Moving • Transportation and Warehousing
Gas Compressor and Gas Pumping Station Operators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 78% • SOC 53-7071.00
#19Medium confidenceExecutionRCTransportation and Material Moving • Professional, Scientific, and Technical Services
Recycling Coordinators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 77% • SOC 53-1042.01
#20High confidenceCoordinationBDTransportation and Material Moving • Transportation and Warehousing
Bus Drivers, Transit and Intercity shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 76% • SOC 53-3052.00
#21Low confidenceOperationsMOTransportation and Material Moving • Professional, Scientific, and Technical Services
Motorboat Operators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 76% • SOC 53-5022.00
#22High confidenceToolingRYTransportation and Material Moving • Professional, Scientific, and Technical Services
Rail Yard Engineers, Dinkey Operators, and Hostlers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 76% • SOC 53-4013.00
#23High confidenceOperationsSDTransportation and Material Moving • Transportation and Warehousing
Shuttle Drivers and Chauffeurs shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 76% • SOC 53-3053.00
#24Medium confidencePlanningDOTransportation and Material Moving • Transportation and Warehousing
Dredge Operators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 74% • SOC 53-7031.00
#25High confidenceWorkflowPATransportation and Material Moving • Professional, Scientific, and Technical Services
Parking Attendants shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 74% • SOC 53-6021.00
#26High confidenceOperationsPOTransportation and Material Moving • Professional, Scientific, and Technical Services
Pump Operators, Except Wellhead Pumpers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 74% • SOC 53-7072.00
#27Medium confidenceProductivityRATransportation and Material Moving • Transportation and Warehousing
Refuse and Recyclable Material Collectors shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 73% • SOC 53-7081.00
#28Low confidenceInsightFSTransportation and Material Moving • Professional, Scientific, and Technical Services
First-Line Supervisors of Passenger Attendants shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 53-1044.00
#29High confidenceExecutionITTransportation and Material Moving • Professional, Scientific, and Technical Services
Industrial Truck and Tractor Operators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 53-7051.00
#30Low confidenceOperationsMVTransportation and Material Moving • Professional, Scientific, and Technical Services
Motor Vehicle Operators, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 71% • SOC 53-3099.00
#31High confidenceExecutionRBTransportation and Material Moving • Professional, Scientific, and Technical Services
Railroad Brake, Signal, and Switch Operators and Locomotive Firers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 71% • SOC 53-4022.00
#32High confidenceCoordinationTTTransportation and Material Moving • Transportation and Warehousing
Traffic Technicians shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 71% • SOC 53-6041.00
#33Low confidenceAnalysisFSTransportation and Material Moving • Professional, Scientific, and Technical Services
First-Line Supervisors of Transportation Workers, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 70% • SOC 53-1049.00
#34High confidenceSystemsFATransportation and Material Moving • Professional, Scientific, and Technical Services
Flight Attendants shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 70% • SOC 53-2031.00
#35High confidenceToolingCMTransportation and Material Moving • Professional, Scientific, and Technical Services
Captains, Mates, and Pilots of Water Vessels shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 69% • SOC 53-5021.00
#36Low confidenceOperationsPATransportation and Material Moving • Professional, Scientific, and Technical Services
Packers and Packagers, Hand shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 69% • SOC 53-7064.00
#37High confidenceExecutionLETransportation and Material Moving • Professional, Scientific, and Technical Services
Locomotive Engineers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 53-4011.00
#38Medium confidenceCoordinationHATransportation and Material Moving • Professional, Scientific, and Technical Services
Hoist and Winch Operators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 67% • SOC 53-7041.00
#39High confidenceSystemsLTTransportation and Material Moving • Professional, Scientific, and Technical Services
Light Truck Drivers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 66% • SOC 53-3033.00
#40High confidenceExecutionPATransportation and Material Moving • Professional, Scientific, and Technical Services
Passenger Attendants shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 66% • SOC 53-6061.00
#41High confidenceSystemsCPTransportation and Material Moving • Transportation and Warehousing
Commercial Pilots shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 53-2012.00
#42High confidencePlanningDWTransportation and Material Moving • Transportation and Warehousing
Driver/Sales Workers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 53-3031.00
#43Medium confidenceProductivityFSTransportation and Material Moving • Transportation and Warehousing
First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 53-1042.00
#44Low confidenceAnalysisMMTransportation and Material Moving • Professional, Scientific, and Technical Services
Material Moving Workers, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 53-7199.00
#45Low confidenceOperationsRTTransportation and Material Moving • Professional, Scientific, and Technical Services
Rail Transportation Workers, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 53-4099.00
#46High confidenceCoordinationTCTransportation and Material Moving • Transportation and Warehousing
Tank Car, Truck, and Ship Loaders shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 53-7121.00
#47High confidenceExecutionLATransportation and Material Moving • Transportation and Warehousing
Laborers and Freight, Stock, and Material Movers, Hand shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 63% • SOC 53-7062.00
#48High confidencePlanningRCTransportation and Material Moving • Professional, Scientific, and Technical Services
Railroad Conductors and Yardmasters shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 63% • SOC 53-4031.00
#49High confidenceWorkflowATTransportation and Material Moving • Transportation and Warehousing
Air Traffic Controllers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 61% • SOC 53-2021.00
#50High confidenceAnalysisSETransportation and Material Moving • Transportation and Warehousing
Ship Engineers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 60% • SOC 53-5031.00
#51High confidenceAnalysisAITransportation and Material Moving • Professional, Scientific, and Technical Services
Aviation Inspectors is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 59% • SOC 53-6051.01
#52Medium confidenceWorkflowCATransportation and Material Moving • Transportation and Warehousing
Crane and Tower Operators is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 59% • SOC 53-7021.00
#53High confidenceToolingAOTransportation and Material Moving • Professional, Scientific, and Technical Services
Airfield Operations Specialists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 53-2022.00
#54High confidenceProductivityTITransportation and Material Moving • Professional, Scientific, and Technical Services
Transportation Inspectors is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 53-6051.00
#55High confidenceProductivityAPTransportation and Material Moving • Transportation and Warehousing
Airline Pilots, Copilots, and Flight Engineers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 53% • SOC 53-2011.00
#56Medium confidenceExecutionFSTransportation and Material Moving • Transportation and Warehousing
First-Line Supervisors of Material-Moving Machine and Vehicle Operators is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 53% • SOC 53-1043.00
#57Low confidenceWorkflowTWTransportation and Material Moving • Transportation and Warehousing
Transportation Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 53% • SOC 53-6099.00