Will AI replace Petroleum Pump System Operators, Refinery Operators, and Gaugers?
AI can do 26% of the work Petroleum Pump System Operators, Refinery Operators, and Gaugers do at least twice as fast. People already use it for 1 of their 24 tasks, while 7 more are ready but barely used so far. Robots can technically handle 13 physical tasks. 3 still need a person.
AI is already doing this1 · 6% of time
People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.
- Record and compile operating data, instrument readings, documentation, and results of laboratory analyses.Mostly automated6% of time
AI could do this next7 · 20% of time
AI can speed these up by at least half, but real use has not caught up yet. These are next in line.
- Maintain and repair equipment, or report malfunctioning equipment to supervisors so that repairs can be scheduled.6% of time
- Signal other workers by telephone or radio to operate pumps, open and close valves, and check temperatures.5% of time
- Plan movement of products through lines to processing, storage, and shipping units, using knowledge of system interconnections and capacities.4% of time
- Read and analyze specifications, schedules, logs, test results, and laboratory recommendations to determine how to set equipment controls to produce the required qualities and quantities of products.2% of time
- Prepare calculations for receipts and deliveries of oil and oil products.1% of time
- Lower thermometers into tanks to obtain temperature readings.1% of time
- Calculate test result values, using standard formulas.1% of time
Robots can technically do this13 · 58% of time
Physical tasks that today's robots can perform in at least some settings. Robots are cost competitive for very few tasks so far, so this change moves slower.
- Monitor process indicators, instruments, gauges, and meters to detect and report any possible problems.Robots: structured workplaces15% of time
- Patrol units to monitor the amount of oil in storage tanks, and to verify that activities and operations are safe, efficient, and in compliance with regulations.Robots: structured workplaces8% of time
- Start pumps and open valves or use automated equipment to regulate the flow of oil in pipelines and into and out of tanks.Robots: structured workplaces6% of time
- Control or operate manifold and pumping systems to circulate liquids through a petroleum refinery.Robots: purpose built settings5% of time
- Operate auxiliary equipment and control multiple processing units during distilling or treating operations, moving controls that regulate valves, pumps, compressors, and auxiliary equipment.Robots: purpose built settings5% of time
- Read automatic gauges at specified intervals to determine the flow rate of oil into or from tanks, and the amount of oil in tanks.Robots: structured workplaces4% of time
- Collect product samples by turning bleeder valves, or by lowering containers into tanks to obtain oil samples.Robots: purpose built settings4% of time
- Verify that incoming and outgoing products are moving through the correct meters, and that meters are working properly.Robots: purpose built settings2% of time
- Inspect pipelines, tightening connections and lubricating valves as necessary.Robots: purpose built settings2% of time
- Conduct general housekeeping of units, including wiping up oil spills and performing general cleaning duties.Robots: purpose built settings2% of time
- Perform tests to check the qualities and grades of products, such as assessing levels of bottom sediment, water, and foreign materials in oil samples, using centrifugal testers.Robots: purpose built settings2% of time
- Clean interiors of processing units by circulating chemicals and solvents within units.Robots: purpose built settings1% of time
- Clamp seals around valves to secure tanks.Robots: purpose built settings1% of time
Still needs a person3 · 16% of time
No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.
- Operate control panels to coordinate and regulate process variables such as temperature and pressure, and to direct product flow rate, according to process schedules.13% of time
- Coordinate shutdowns and major projects.2% of time
- Synchronize activities with other pumphouses to ensure a continuous flow of products and a minimum of contamination between products.1% of time
Your week is not the average
Describe what you actually do and get a personal report: your own tasks, what AI can already do, what stays yours and a 90 day plan.
What this means
AI can speed up parts of this job, mostly the paperwork and information work around it. The core still depends on hands, presence or relationships. Robots are the other change to watch: they can technically do 59% of the working time.
What to do next
- Do the 1 task AI is already handling with AI yourself. Your peers already are, and it is quickly becoming the baseline.
- Get ahead on the 7 tasks AI could do next. These move as tools improve, so learning them early pays off.
- Keep an eye on the 13 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
- Build on the 3 tasks that stay human. This is where your judgment, skill and relationships matter most.
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