Will gas plant operators be replaced by AI?
Updated
Gas plant operators score 36 of 100 for AI exposure. The largest share of their task time, 58%, is work AI speeds up while they stay in charge. AI can take over 14% outright, and 28% stays with people.
- 14% AI can do it
- 58% AI helps
- 28% Needs a person
Moderate exposure
Lower than 52% of the 923 occupations we scored.
Task by task
We graded 19 tasks, listed here from most to least exposed. AI can do 3 of them today, speeds up 10 and leaves 6 to people.
| Task | AI exposure |
|---|---|
| Record, review, and compile operations records, test results, and gauge readings such as temperatures, pressures, concentrations, and flows. Logging and compiling readings is structured data work. | 82% AI can do it |
| Read logsheets to determine product demand and disposition, or to detect malfunctions. Reading logsheets and summarizing demand is document work. | 72% AI can do it |
| Calculate gas ratios to detect deviations from specifications, using testing apparatus. Ratio calculations from test data are routine computation. | 72% AI can do it |
| Determine causes of abnormal pressure variances, and make corrective recommendations, such as installation of pipes to relieve overloading. AI can scan pressure trends; root cause needs human judgment. | 50% AI helps |
| Contact maintenance crews when necessary. Work orders can be drafted automatically; calling crews stays human. | 40% AI helps |
| Monitor equipment functioning, observe temperature, level, and flow gauges, and perform regular unit checks to ensure that all equipment is operating as it should. Digital panel readings are reviewable; physical rounds are not. | 35% AI helps |
| Distribute or process gas for utility companies or industrial plants, using panel boards, control boards, and semi-automatic equipment. Control room work partly automated; plant actions remain human. | 35% AI helps |
| Adjust temperature, pressure, vacuum, level, flow rate, or transfer of gas to maintain processes at required levels or to correct problems. Setpoint changes are routine digital tasks; physical effects are not. | 35% AI helps |
| Monitor transportation and storage of flammable and other potentially dangerous products to ensure that safety guidelines are followed. Compliance checks use data; field monitoring stays human. | 35% AI helps |
| Control equipment to regulate flow and pressure of gas to feedlines of boilers, furnaces, and related steam-generating or heating equipment. Feedline pressure loops are automated; operator tunes and supervises. | 30% AI helps |
Show the other 9 tasks
| Task | AI exposure |
|---|---|
| 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. Analyzer data interpreted by AI; sampling and leak checks physical. | 30% AI helps |
| Control operation of compressors, scrubbers, evaporators, and refrigeration equipment to liquefy, compress, or regasify natural gas. Control loops automated; operator oversees and intervenes on equipment. | 28% AI helps |
| Control fractioning columns, compressors, purifying towers, heat exchangers, and related equipment to extract nitrogen and oxygen from air. Automated air separation control; operator oversees process. | 28% AI helps |
| Collaborate with other operators to solve unit problems. Live teamwork with crew on site; AI helps little. | 15% Needs a person |
| Start and shut down plant equipment. Hands-on startup and shutdown at site; mostly physical. | 15% Needs a person |
| Signal or direct workers who tend auxiliary equipment. Directing workers on site is live physical supervision. | 10% Needs a person |
| Clean, maintain, and repair equipment, using hand tools, or request that repair and maintenance work be performed. Hand repairs and cleaning are physical hands-on work. | 8% Needs a person |
| Change charts in recording meters. Swapping paper charts is a physical, hands-on task. | 8% Needs a person |
| Operate construction equipment to install and maintain gas distribution systems. Operating construction equipment in the field is physical work. | 3% Needs a person |
How gas plant operators compare
All occupations (923)
Production (107)
Pay and outlook in the US
- Median pay
- $87,820 a year, May 2025
- People employed
- 18,030 in the US, May 2025
- Projected change in jobs
- -6.0% from 2024 to 2034
Skills to build
- Investigate abnormal pressure variances using SCADA trend data
- Model compressor scenarios in AspenTech HYSYS
- Start and shut down compressor units on site
- Run physical unit rounds and equipment checks
- Recommend pipe changes to relieve line overloading
- Keep accurate entries in operating log software
Safer roles nearby
5 related occupations with lower scores.
Questions about gas plant operators and AI
Will AI replace gas plant operators?
Partly. About 3 in 10 working hours go to tasks AI can already do, mostly logging and compiling gauge readings and reading logsheets for product demand. Start-up, shutdown, field rounds and crew coordination stay with people because they need a person on site.
Which gas plant operator tasks is AI taking over?
Recording and compiling operations records and gauge readings scores 82 on exposure, the highest in this job, because it is structured data work. Reading logsheets for demand and calculating gas ratios from test data both score 72, since they are document work and routine computation that software handles quickly.
Which gas plant operator tasks stay human?
Starting and shutting down plant equipment scores 15 on exposure, and changing charts in recording meters and repairing equipment manually both score 8. These tasks stay with people because they need hands on equipment at the site, and AI adds little to them.
How can gas plant operators stay valuable?
Use SCADA trend data to spot pressure deviations, then lead the root cause review and recommend pipe changes that relieve overloading. Model compressor scenarios in AspenTech HYSYS, keep physical unit rounds, and make the calls to maintenance crews before sign-off on repairs.
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