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AI Automation Index
Task-level automation exposure for Tank Car, Truck, and Ship Loaders: 19 O*NET tasks scored against their work activities, plus the simulator.
Automation Exposure
19 of 19 tasks scored
Median Salary
BLS OEWS, May 2025 — this exact occupation
Employment Level
10,700 people hold this job — size, not growth
Projected 2025–35
1,300 openings a year · BLS line item
BLS OEWS publishes 35 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.
$33,800 – $81,320
Highest medians
Lowest medians
State figures come from the 53-7121 row in the May 2025 state panel. States where the estimate was suppressed or too small to publish are absent.
Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.
Importance-weighted mean of the scored tasks. This is the headline index.
Share of weighted tasks in hands-on or machine-operating work activities.
Share in analysis, decisions, teaching, directing, advising, or caring for others.
Share in documenting, recording, and administrative activities.
Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.
O*NET's own rating of how serious an uncorrectable mistake would be here — respondents, not us. Deliberately not in the index: the score measures what AI can do with the task content, and multiplying it by stakes would be our judgment dressed as data.
19 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.
2 tasks
2 tasks
15 tasks
Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.
Simulate Upskilling →Seal outlet valves on tank cars, barges, and trucks.
physical manipulation — Installing parts requires hands-on mechanical work
Verify tank car, barge, or truck load numbers to ensure car placement accuracy based on written or verbal instructions.
information retrieval — Spec verification against references, human confirms edge cases
Start pumps and adjust valves or cables to regulate the flow of products to vessels, using knowledge of loading procedures.
physical manipulation — Physical control of pumping equipment
Check conditions and weights of vessels to ensure cleanliness and compliance with loading procedures.
visual inspection — Cargo area cleanliness check is physical
Observe positions of cars passing loading spouts, and swing spouts into the correct positions at the appropriate times.
information retrieval — GPS/telematics tracking is digital; exceptions need human handling
Monitor product movement to and from storage tanks, coordinating activities with other workers to ensure constant product flow.
interpersonal — Material-handling coordination tied to physical operations
Operate ship loading and unloading equipment, conveyors, hoists, and other specialized material handling equipment such as railroad tank car unloading equipment.
physical manipulation — Crane/hoist operation demands real-time physical control
Record operating data such as products and quantities pumped, gauge readings, and operating times, manually or using computers.
data analysis — Record production data into structured logs
Operate industrial trucks, tractors, loaders, and other equipment to transport materials to and from transportation vehicles and loading docks, and to store and retrieve materials in warehouses.
physical manipulation — Hands-on vehicle and equipment operation
Connect ground cables to carry off static electricity when unloading tanker cars.
physical manipulation — Connecting cables is hands-on installation
Copy and attach load specifications to loaded tanks.
physical manipulation — Physically marking objects requires manipulation
Remove and replace tank car dome caps, or direct other workers in their removal and replacement.
physical manipulation — Directing repair activities requires hands-on site oversight
Test samples for specific gravity, using hydrometers, or send samples to laboratories for testing.
physical manipulation — Testing samples requires lab hands-on work
Test vessels for leaks, damage, and defects, and repair or replace defective parts as necessary.
visual inspection — Physical inspection of moving equipment
Unload cars containing liquids by connecting hoses to outlet plugs and pumping compressed air into cars to force liquids into storage tanks.
physical manipulation — Connecting hoses requires physical fitting
Clean interiors of tank cars or tank trucks, using mechanical spray nozzles.
physical manipulation — Cleaning vessels requires hands-on physical labor
Lower gauge rods into tanks or read meters to verify contents, temperatures, and volumes of liquid loads.
physical manipulation — Hands-on depth/level measurement in field
Operate conveyors and equipment to transfer grain or other materials from transportation vehicles.
physical manipulation — Physical control of conveyors and material movers
Perform general warehouse activities, such as opening containers and crates, filling warehouse orders, assisting in taking inventory, and weighing and checking materials.
information retrieval — Digital tracking automatable; physical stock checks need humans
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<script src="https://giniloh.com/embed.js" async></script> Community Sentiment
Do you agree with the AI automation risk score calculated for this occupation?
Method
Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.
Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast
See the full method →Related Article
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