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Petroleum Pump System Operators, Refinery Operators, and Gaugers

Operate or control petroleum refining or processing units. May specialize in controlling manifold and pumping systems, gauging or testing oil in storage tanks, or regulating the flow of oil into pipelines.

33,160 people do this job in the US. $96,710 a year.

now
42%

of the working time. Estimate.

Kinds of work
  • 47%
  • 0%
  • 53%
4%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 47% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 2%. With Claude Mythos Preview (early), measured in April 2026, 41%. Today's estimate: 42%.

0%10%20%30%40%50%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 1% within reachClaude 3.7 Sonnet, February 2025: 2% within reacho3, April 2025: 11% within reachGPT-5, August 2025: 16% within reachGemini 3 Pro, November 2025: 24% within reachClaude Opus 4.5, November 2025: 24% within reachGPT-5.2, December 2025: 28% within reachClaude Opus 4.6, February 2026: 30% within reachClaude Mythos Preview (early), April 2026: 41% within reachToday (estimate), September 2026: 42% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 24 tasks from .

TaskKind
Plan movement of products through lines to processing, storage, and shipping units, using knowledge of system interconnections and capacities.Done daily by most who do it. 11%50 min25 min to 1.7 h99%Half by now
Monitor process indicators, instruments, gauges, and meters to detect and report any possible problems.Done daily by most who do it. 9%25 min8 min to 50 min100%Half by now
Operate auxiliary equipment and control multiple processing units during distilling or treating operations, moving controls that regulate valves, pumps, compressors, and auxiliary equipment.Done daily by most who do it. 9%50 min17 min to 2.5 hStays with people
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.Done daily by most who do it. 8%38 min17 min to 1.7 hStays with people
Operate control panels to coordinate and regulate process variables such as temperature and pressure, and to direct product flow rate, according to process schedules.Done daily by most who do it. 7%25 min13 min to 1.7 h98%Half by now
Maintain and repair equipment, or report malfunctioning equipment to supervisors so that repairs can be scheduled.Done daily by most who do it. 6%38 min13 min to 1.7 hStays with people
Coordinate shutdowns and major projects.Done more than yearly by most who do it.6%5 h1.7 h to 2.1 work days15%Half by Jun 2027
Control or operate manifold and pumping systems to circulate liquids through a petroleum refinery.Done daily by most who do it. 5%29 min13 min to 1.3 hStays with people
Record and compile operating data, instrument readings, documentation, and results of laboratory analyses.Done daily by most who do it. AI observed on this task.4%25 min13 min to 50 min100%Half by now
Inspect pipelines, tightening connections and lubricating valves as necessary.Done daily by most who do it. 4%38 min17 min to 1.7 hStays with people
Verify that incoming and outgoing products are moving through the correct meters, and that meters are working properly.Done daily by most who do it. 4%17 min8 min to 38 minStays with people
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.Done daily by most who do it.4%33 min17 min to 1.1 h100%Half by now

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.

Where this job works

The industry groups that employ the most of it (BLS, May 2025).

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025).