Production & ManufacturingO*NET: 51-8092.00
Will AI Replace Gas Plant Operators?
Distribute or process gas for utility companies and others by controlling compressors to maintain specified pressures on main pipelines.
88out of 100
Critical Risk
AI Risk Score
88/100
Risk Level
Critical
Job Zone
2/5
Entry
Total Tasks Analyzed
15
🤖 What AI Can Do
- â–¸Monitor equipment functioning, observe temperature, level, and flow gauges, and perform regular unit checks to ensure that all equipment is operating as it should.
- â–¸Distribute or process gas for utility companies or industrial plants, using panel boards, control boards, and semi-automatic equipment.
- â–¸Record, review, and compile operations records, test results, and gauge readings such as temperatures, pressures, concentrations, and flows.
- â–¸Adjust temperature, pressure, vacuum, level, flow rate, or transfer of gas to maintain processes at required levels or to correct problems.
- â–¸Monitor transportation and storage of flammable and other potentially dangerous products to ensure that safety guidelines are followed.
- â–¸Read logsheets to determine product demand and disposition, or to detect malfunctions.
👤 What Requires Humans
- â–¸Determine causes of abnormal pressure variances, and make corrective recommendations, such as installation of pipes to relieve overloading.
- â–¸Collaborate with other operators to solve unit problems.
- â–¸Clean, maintain, and repair equipment, using hand tools, or request that repair and maintenance work be performed.
Task Breakdown
🤖AI Can Automate (7)
- Monitor equipment functioning, observe temperature, level, and flow gauges, and perform regular unit checks to ensure that all equipment is operating as it should.
- Distribute or process gas for utility companies or industrial plants, using panel boards, control boards, and semi-automatic equipment.
- Record, review, and compile operations records, test results, and gauge readings such as temperatures, pressures, concentrations, and flows.
- Adjust temperature, pressure, vacuum, level, flow rate, or transfer of gas to maintain processes at required levels or to correct problems.
- Monitor transportation and storage of flammable and other potentially dangerous products to ensure that safety guidelines are followed.
- Read logsheets to determine product demand and disposition, or to detect malfunctions.
- 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.
👤Requires Humans (3)
- Determine causes of abnormal pressure variances, and make corrective recommendations, such as installation of pipes to relieve overloading.
- Collaborate with other operators to solve unit problems.
- Clean, maintain, and repair equipment, using hand tools, or request that repair and maintenance work be performed.
âš¡AI-Assisted (5)
- Control operation of compressors, scrubbers, evaporators, and refrigeration equipment to liquefy, compress, or regasify natural gas.
- Control equipment to regulate flow and pressure of gas to feedlines of boilers, furnaces, and related steam-generating or heating equipment.
- Start and shut down plant equipment.
- Contact maintenance crews when necessary.
- Signal or direct workers who tend auxiliary equipment.
Key Skills Analysis
Operations MonitoringAI-Vulnerable
Importance: 4.12/5.00
Operation and Control
Importance: 3.75/5.00
Monitoring
Importance: 3.62/5.00
Critical ThinkingAI-Resistant
Importance: 3.50/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.25/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.25/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.12/5.00
Active Listening
Importance: 3.00/5.00
WritingAI-Vulnerable
Importance: 3.00/5.00
Speaking
Importance: 3.00/5.00
CoordinationAI-Resistant
Importance: 3.00/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.00/5.00
Troubleshooting
Importance: 3.00/5.00
Time ManagementAI-Resistant
Importance: 3.00/5.00
MathematicsAI-Vulnerable
Importance: 2.88/5.00
Related Occupations
Power Plant Operators
84/100 — Critical Risk
Petroleum Pump System Operators, Refinery Operators, and Gaugers
86/100 — Critical Risk
Gas Compressor and Gas Pumping Station Operators
86/100 — Critical Risk
Biomass Plant Technicians
85/100 — Critical Risk
Stationary Engineers and Boiler Operators
87/100 — Critical Risk
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Frequently Asked Questions
Based on our analysis, Gas Plant Operators have a critical risk of AI replacement with a score of 88/100. Many routine tasks in this role can be automated, but human oversight remains important.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research