AI exposure Production
Will AI replace gas plant operators?
Gas Plant Operators. US occupation 51-8092.
The reading
7.2%
of the time gas plant operators spend on their work goes on tasks where AI is already being used to do that work.of gas plant operators' working hours go on tasks AI has already started taking off their plate.
Ranked 216 of 756 US occupations. More exposed than 71% of them.Further along than 71% of them.
Per cent of working time Square-law scale
Average US job 7.7%
Well above the typical job.Ahead of most of the workforce.
What AI already does for gas plant operatorsWhat gas plant operators no longer do alone
O*NET lists 19 tasks for gas plant operators. AI use at work shows up in 1 of them. Each score runs from 0.5, where every observed use helps a person with the task, to 1, where every use does the task outright.
- Record, review, and compile operations records, test results, and gauge readings such as temperatures, pressures, concentrations, and flows.Core task mostly automated 1.00
What it does not touch, yetWhat still needs a human
18 of the 19 tasks show no AI use at work in the data.
- Adjust temperature, pressure, vacuum, level, flow rate, or transfer of gas to maintain processes at required levels or to correct problems.Core task
- Clean, maintain, and repair equipment, using hand tools, or request that repair and maintenance work be performed.Core task
- Collaborate with other operators to solve unit problems.Core task
- Contact maintenance crews when necessary.Core task
- Control equipment to regulate flow and pressure of gas to feedlines of boilers, furnaces, and related steam-generating or heating equipment.Core task
- Control operation of compressors, scrubbers, evaporators, and refrigeration equipment to liquefy, compress, or regasify natural gas.Core task
Show the other 12
- Determine causes of abnormal pressure variances, and make corrective recommendations, such as installation of pipes to relieve overloading.Core task
- Distribute or process gas for utility companies or industrial plants, using panel boards, control boards, and semi-automatic equipment.Core task
- Monitor equipment functioning, observe temperature, level, and flow gauges, and perform regular unit checks to ensure that all equipment is operating as it should.Core task
- Monitor transportation and storage of flammable and other potentially dangerous products to ensure that safety guidelines are followed.Core task
- Read logsheets to determine product demand and disposition, or to detect malfunctions.Core task
- Signal or direct workers who tend auxiliary equipment.Core task
- Start and shut down plant equipment.Core task
- Test gas, chemicals, and air during processing to assess factors such as purity and moisture content, and to detect quality problems or gas or chemical leaks.Core task
- Calculate gas ratios to detect deviations from specifications, using testing apparatus.
- Change charts in recording meters.
- Control fractioning columns, compressors, purifying towers, heat exchangers, and related equipment to extract nitrogen and oxygen from air.
- Operate construction equipment to install and maintain gas distribution systems.
How that compares
Among the 98 production occupations, gas plant operators rank 3. The group averages 0.8%, and its most exposed job is Computer Numerically Controlled Tool Programmers at 12.1%. The average US occupation sits at 7.7%.
Just above in the ranking
- 213Pharmacy Technicians 7.4%
- 214Baggage Porters and Bellhops 7.3%
- 214Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop 7.3%
Just below
What this does and does not mean
Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.
A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.
Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.