Will gas compressor operators be replaced by AI?
Updated
Gas compressor operators score 24 of 100 for AI exposure. 60% of their task time still needs a person. AI can do 16% today and speed up another 24%.
- 16% AI can do it
- 24% AI helps
- 60% Needs a person
Low exposure
Lower than 73% of the 923 occupations we scored.
Task by task
We graded 13 tasks, listed here from most to least exposed. AI can do 2 of them today, speeds up 3 and leaves 8 to people.
| Task | AI exposure |
|---|---|
| Submit daily reports on facility operations. Daily reports are routine writing drawn from logged data. | 80% AI can do it |
| Record instrument readings and operational changes in operating logs. Digital logging can autopopulate readings and changes; operator reviews. | 65% AI can do it |
| Monitor meters and pressure gauges to determine consumption rate variations, temperatures, and pressures. Sensors and SCADA feed readings; field gauge checks need staff. | 45% AI helps |
| Read gas meters, and maintain records of the amounts of gas received and dispensed from holders. Meter reads need staff; AI can handle record keeping. | 40% AI helps |
| Respond to problems by adjusting control room equipment or instructing other personnel to adjust equipment at problem locations or in other control areas. Live emergency decisions and instructions need trained operator judgement. | 25% AI helps |
| Adjust valves and equipment to obtain specified performance. Valve adjustments are physical work; AI only advises setpoints. | 15% Needs a person |
| Take samples of gases and conduct chemical tests to determine gas quality and sulfur or moisture content, or send samples to laboratories for analysis. Physical sampling needs staff; AI only helps interpret results. | 15% Needs a person |
| Move controls and turn valves to start compressor engines, pumps, and auxiliary equipment. Starting engines and turning valves is hands-on physical work. | 8% Needs a person |
| Operate power-driven pumps that transfer liquids, semi-liquids, gases, or powdered materials. Running pumps is hands-on physical equipment operation. | 8% Needs a person |
| Turn knobs or switches to regulate pressures. Turning knobs to regulate pressure is physical control work. | 8% Needs a person |
Show the other 3 tasks
| Task | AI exposure |
|---|---|
| Clean, lubricate, and adjust equipment, and replace filters and gaskets, using hand tools. Hand-tool maintenance and part replacement require physical skill. | 4% Needs a person |
| Connect pipelines between pumps and containers that are being filled or emptied. Connecting pipelines to containers is hands-on physical work. | 4% Needs a person |
| Maintain each station by performing general housekeeping duties such as painting, washing, and cleaning. Painting and washing are physical tasks outside AI reach. | 3% Needs a person |
How gas compressor operators compare
All occupations (923)
Transportation and material moving (52)
Pay and outlook in the US
- Median pay
- $77,320 a year, May 2025
- People employed
- 3,510 in the US, May 2025
- Projected change in jobs
- +2.1% from 2024 to 2034
Skills to build
- Adjust compressor setpoints on PLC software control screens
- Close maintenance work orders in the CMMS
- Reconcile gas meter reads in Microsoft Excel
- Connect and purge pipelines between pumps and containers
- Hold current pipeline operator qualification under 49 CFR Part 192
- Respond to live control room upsets and direct field staff
Safer roles nearby
5 related occupations with lower scores.
Questions about gas compressor operators and AI
Will AI replace gas compressor operators?
Partly. About 3 in 10 working hours go to tasks AI can already do, mostly daily reports and operating log entries. Hands-on valve, engine, and pipeline work stays with people, since it needs a person at the equipment.
Which tasks is AI taking over for gas compressor operators?
Daily report writing scores 80 on exposure because it is routine writing drawn from logged data. Operating log entries score 65, since digital logging can fill in readings and operational changes while the operator only reviews them. Meter record keeping scores 40 and shifts toward software.
Which tasks stay human for gas compressor operators?
Adjusting valves to reach specified performance scores 15 on exposure, because valve work is physical and AI only advises on setpoints. Connecting pipelines to containers and starting compressor engines score 4 and 8, since both need hands on the equipment.
How can gas compressor operators stay valuable?
Focus on emergency decisions that AI can only support, since responding to problems scores 25 on exposure and needs trained judgement. Work the PLC software and CMMS work orders directly, check meter reads in Microsoft Excel against field gauges, and keep your operator qualification current.
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