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Transportation & Material Moving
71 occupations
Theoretical20%
Observed4%
Exposure Gap16pp
The difference between what AI could theoretically automate and what is actually observed in practice.
Avg. Risk
28/100
Highest Risk
65/100
Stockers and Order Fillers
Lowest Risk
5/100
Refuse and Recyclable Material Collectors
occupations
71
View all occupations
Medium
Stockers and Order Fillers
Risk Score
65/100
2024-34:+8.0%
2.6M jobsView details
High
Parking Attendants
Risk Score
62/100
2024-34:-12.0%
130K jobsView details
Medium
Packers and Packagers, Hand
Risk Score
59/100
2024-34:-4.0%
615K jobsView details
High
Freight Brokers
Risk Score
58/100
2024-34:-2.0%
90K jobsView details
Medium
Subway Operators
Risk Score
55/100
2024-34:-2.0%
8K jobsView details
High
Intermodal Dispatchers
Risk Score
51/100
2024-34:-3.0%
28K jobsView details
High
Air Cargo Coordinators
Risk Score
48/100
2024-34:-2.0%
62K jobsView details
High
Customs Brokers
Risk Score
46/100
2024-34:+4.0%
23K jobsView details
High
Logistics Analysts
Risk Score
46/100
2024-34:+18.0%
198K jobsView details
Medium
Aircraft Cargo Handlers
Risk Score
45/100
2024-34:+4.0%
72K jobsView details
High
Logisticians
Risk Score
42/100
2024-34:+18.0%
208K jobsView details
High
Fleet Managers
Risk Score
42/100
2024-34:+6.0%
42K jobsView details
High
Drone Operators
Risk Score
42/100
2024-34:+7.0%
22K jobsView details
High
Aircraft Dispatchers
Risk Score
42/100
2024-34:+6.0%
4K jobsView details
High
Freight Forwarders
Risk Score
42/100
2024-34:-2.0%
82K jobsView details
High
Traffic Engineers
Risk Score
40/100
2024-34:+5.0%
28K jobsView details
Medium
Dock Workers
Risk Score
40/100
2024-34:-2.0%
75K jobsView details
Low
Locomotive Firers
Risk Score
39/100
2024-34:-3.0%
2K jobsView details
Medium
Dispatchers, Except Police, Fire, and Ambulance
Risk Score
38/100
2024-34:-3.0%
183K jobsView details
Medium
Motor Vehicle Dispatchers
Risk Score
38/100
2024-34:-5.0%
43K jobsView details
High
Vessel Traffic Operators
Risk Score
37/100
2024-34:+2.0%
3K jobsView details
Medium
Traffic Managers
Risk Score
36/100
2024-34:+8.0%
137K jobsView details
Medium
Streetcar Operators
Risk Score
36/100
2024-34:+1.0%
4K jobsView details
High
Transit Planners
Risk Score
35/100
2024-34:+5.0%
42K jobsView details
High
Marine Traffic Controllers
Risk Score
35/100
2024-34:+2.0%
5K jobsView details
Medium
Transportation Planners
Risk Score
34/100
2024-34:+11.0%
17K jobsView details
Medium
Port Terminal Operators
Risk Score
34/100
2024-34:+1.0%
25K jobsView details
Medium
Light Rail Operators
Risk Score
33/100
2024-34:-2.0%
5K jobsView details
Medium
Transportation Inspectors
Risk Score
31/100
2024-34:+3.0%
30K jobsView details
Medium
Traffic Technicians
Risk Score
30/100
2024-34:+1.0%
8K jobsView details
Medium
Automotive Service Advisors
Risk Score
30/100
2024-34:+2.0%
295K jobsView details
Medium
Marine Engineers and Naval Architects
Risk Score
28/100
2024-34:+4.0%
12K jobsView details
Medium
Captains, Mates, and Pilots of Water Vessels
Risk Score
27/100
2024-34:+4.0%
36K jobsView details
Medium
Marine Cargo Inspectors
Risk Score
27/100
2024-34:+4.0%
13K jobsView details
Low
Taxi Drivers and Chauffeurs
Risk Score
26/100
2024-34:+12.0%
220K jobsView details
Medium
Air Traffic Controllers
Risk Score
26/100
2024-34:+1.0%
24K jobsView details
Medium
Ship Engineers
Risk Score
26/100
2024-34:+1.0%
10K jobsView details
Very Low
Automotive Service Attendants
Risk Score
26/100
2024-34:-1.0%
97K jobsView details
Very Low
Cleaners of Vehicles and Equipment
Risk Score
25/100
2024-34:+4.0%
394K jobsView details
Low
Driver/Sales Workers
Risk Score
22/100
2024-34:-3.0%
415K jobsView details
Medium
Marine Cargo Surveyors
Risk Score
22/100
2024-34:+3.0%
10K jobsView details
Medium
Traffic Signal Technicians
Risk Score
22/100
2024-34:+7.0%
11K jobsView details
Low
Laborers and Freight, Stock, and Material Movers
Risk Score
21/100
2024-34:+6.0%
2.8M jobsView details
Low
Industrial Truck and Tractor Operators
Risk Score
21/100
2024-34:-1.0%
622K jobsView details
Low
Hoist and Winch Operators
Risk Score
21/100
2024-34:-2.0%
3K jobsView details
Low
Postal Service Mail Carriers
Risk Score
20/100
2024-34:-4.0%
330K jobsView details
Low
Canal Pilots
Risk Score
18/100
2024-34:+1.0%
3K jobsView details
Low
Dredge Operators
Risk Score
18/100
2024-34:+4.0%
5K jobsView details
Low
Delivery Truck Drivers
Risk Score
17/100
2024-34:+7.0%
1.0M jobsView details
Low
Parking Lot Attendants
Risk Score
16/100
2024-34:-8.0%
148K jobsView details
Low
Aircraft Mechanics and Service Technicians
Risk Score
15/100
2024-34:+6.0%
160K jobsView details
Low
Ambulance Drivers
Risk Score
15/100
2024-34:-1.0%
20K jobsView details
Low
Flight Attendants
Risk Score
14/100
2024-34:+10.0%
130K jobsView details
Medium
Airline Pilots, Copilots, and Flight Engineers
Risk Score
14/100
2024-34:+4.0%
93K jobsView details
Low
Commercial Divers
Risk Score
14/100
2024-34:+8.0%
4K jobsView details
Low
Marine Oilers
Risk Score
14/100
2024-34:-3.0%
8K jobsView details
Low
Mates — Ship, Boat, and Barge
Risk Score
14/100
2024-34:-3.0%
32K jobsView details
Low
Locomotive Engineers
Risk Score
13/100
2024-34:+1.0%
35K jobsView details
Low
Railroad Signal Technicians
Risk Score
13/100
2024-34:+2.0%
9K jobsView details
Low
Ferry Boat Operators
Risk Score
13/100
2024-34:+1.0%
6K jobsView details
Very Low
Railroad Conductors
Risk Score
12/100
2024-34:-1.0%
40K jobsView details
Low
Harbor Pilots
Risk Score
12/100
2024-34:+1.0%
6K jobsView details
Low
Motorboat Operators
Risk Score
12/100
2024-34:-1.0%
6K jobsView details
Low
Tugboat Captains
Risk Score
12/100
2024-34:-1.0%
5K jobsView details
Very Low
Heavy and Tractor-Trailer Truck Drivers
Risk Score
10/100
2024-34:+4.0%
2.1M jobsView details
Low
Marine Cargo Handlers
Risk Score
10/100
2024-34:+5.0%
35K jobsView details
Low
Rail Yard Engineers and Hostlers
Risk Score
10/100
2024-34:0.0%
6K jobsView details
Very Low
Bus Drivers, Transit and Intercity
Risk Score
9/100
2024-34:+5.0%
180K jobsView details
Very Low
Ship Loaders
Risk Score
8/100
2024-34:+3.0%
73K jobsView details
Very Low
Baggage Porters and Bellhops
Risk Score
8/100
2024-34:-3.0%
52K jobsView details
Very Low
Refuse and Recyclable Material Collectors
Risk Score
5/100
2024-34:+1.0%
132K jobsView details