How much of this occupation’s work can be materially affected by current AI systems.
How likely exposure is to translate into reduced human demand.
Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured
Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.
What is driving the score?
Occupation scores are built from the task mix—not a single prediction about a job title.
Where AI can do more
Routine, digitized, and highly repeatable tasks face the greatest pressure.
- Record operating data such as products and quantities pumped, stocks used, gauging results, and operating times.69
- Communicate with other workers, using signals, radios, or telephones, to start and stop flows of materials or substances.69
- Turn valves and start pumps to start or regulate flows of substances such as gases, liquids, slurries, or powdered materials.69
- Add chemicals and solutions to tanks to ensure that specifications are met.69
Where people still matter
These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.
- Clean, lubricate, and repair pumps and vessels, using hand tools and equipment.01
- Plan movement of products through lines to processing, storage, and shipping units, using knowledge of interconnections and capacities of pipelines, valve manifolds, pumps, and tankage.02
- Record operating data such as products and quantities pumped, stocks used, gauging results, and operating times.03
- Communicate with other workers, using signals, radios, or telephones, to start and stop flows of materials or substances.04
- Turn valves and start pumps to start or regulate flows of substances such as gases, liquids, slurries, or powdered materials.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Petroleum Pump System Operators, Refinery Operators, and Gaugers
Closely related work
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Related work
Compare these careers →Tank Car, Truck, and Ship Loaders
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Compare these careers →Adoption and labour-market outlook
Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.
O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.
