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Automation Risk Analysis

Will “Methane Gas Generating System Technician (Methane Gas Generating System Tech)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #486 of 702. Estimated risk: 85.0%

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AI Exposure Risk

51%

“Methane Gas Generating System Technician (Methane Gas Generating System Tech)” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

57%

“Methane Gas Generating System Technician (Methane Gas Generating System Tech)” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 57% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Power Plant Operators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Control, operate, or maintain machinery to generate electric power. Includes auxiliary equipment operators.

Avg. Annual Salary $95,990
Avg. Hourly Wage $46.15
Available Jobs (US) 30,720
Job Title & Hierarchy Code (SOC) Power Plant Operators #51-8013
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Power Plant Operators”

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Core Skills & Abilities

  • Open and close valves and switches in sequence to start or shut down auxiliary units.

  • Operate, control, or monitor integrated gasification combined cycle (IGCC) or related equipment, such as air separation units, to generate electricity from coal.

  • Analyze the layout, instrumentation, or function of electrical generation or transmission facilities.

  • Place standby emergency electrical generators on line in emergencies and monitor the temperature, output, and lubrication of the system.

  • Operate or maintain distributed power generation equipment, including fuel cells or microturbines, to produce energy on-site for manufacturing or other commercial purposes.

  • Regulate equipment operations and conditions, such as water levels, based on instrument data or from computers.

  • Control power generating equipment, including boilers, turbines, generators, or reactors, using control boards or semi-automatic equipment.

  • Operate landfill gas, methane, or natural gas fueled electrical generation systems.

  • Verify that well field monitoring data conforms to applicable regulations.

  • Examine and test electrical power distribution machinery and equipment, using testing devices.

  • Clean, lubricate, or maintain equipment, such as generators, turbines, pumps, or compressors, to prevent failure or deterioration.

  • Trace electrical circuitry to ensure compliance of electrical systems with applicable codes or laws.

  • Control or maintain auxiliary equipment, such as pumps, fans, compressors, condensers, feedwater heaters, filters, or chlorinators, to supply water, fuel, lubricants, air, or auxiliary power.

  • Diagnose or troubleshoot problems with gas collection systems.

  • Collect oil, water, or electrolyte samples for laboratory analysis.

  • Receive outage calls and request necessary personnel during power outages or emergencies.

  • Monitor power plant equipment and indicators to detect evidence of operating problems.

  • Repair or replace gas piping.

  • Communicate with systems operators to regulate and coordinate line voltages and transmission loads and frequencies.

  • Control generator output to match the phase, frequency, or voltage of electricity supplied to panels.

  • Operate, control, or monitor gasifiers or related equipment, such as coolers, water quenches, water gas shifts reactors, or sulfur recovery units, to produce syngas or electricity from coal.

  • Operate, control, or monitor equipment, such as acid or gas carbon dioxide removal units, carbon dioxide compressors, or pipelines, to capture, store, or transport carbon dioxide exhaust.

  • Monitor well fields periodically to ensure proper functioning and performance.

  • Take regulatory action, based on readings from charts, meters and gauges, at established intervals.

  • Inspect records or log book entries or communicate with plant personnel to assess equipment operating status.

  • Make adjustments or minor repairs, such as tightening leaking gland or pipe joints.

  • Start or stop generators, auxiliary pumping equipment, turbines, or other power plant equipment as necessary.

  • Prepare and submit compliance, operational, and safety forms or reports.

  • Adjust controls to generate specified electrical power or to regulate the flow of power between generating stations and substations.

  • Record and compile operational data by completing and maintaining forms, logs, or reports.

Technologies & Software

  • Landfill gas analysis software
  • ChatGPT (OpenAI)
  • ABB AI Robotics
  • Claude (Anthropic)
  • Supervisory control and data acquisition SCADA software
  • Cognex Vision AI
  • Web browser software
  • Safety instrumented system SIS software
  • Qwen (Alibaba)
  • DeepSeek
  • SAP software
  • Teknik Segala OSI Plant Information PI System
  • Gas field monitoring system software
  • Emerson Ovation
  • Interlock shutdown systems
  • Llama (Meta)
  • Siemens Industrial AI
  • Kimi (Moonshot AI)
  • Nova (Amazon)
  • Siemens Teleperm
  • Yokogawa FAST/TOOLS
  • Mistral (Mistral AI)
  • Microsoft Excel
  • Sight Machine AI
  • Operating system software
  • Gemini (Google)
  • Rockwell Automation AI
  • Microsoft PowerPoint
  • General Electric Mark VI Integrated Control System ICS
  • Landtec System Software LFG Pro
  • Distributed control system DCS
  • Computerized maintenance management system CMMS
  • Microsoft Access
  • Operational Data Store ODS software
  • Email software
  • Continuous emissions monitoring systems CEMS
  • Microsoft Office software
  • General Electric Mark VI Distributed Control System DCS
  • Microsoft Outlook
  • Siemens Power Plant Automation SPPA
  • Grok (xAI)
  • Microsoft Word
  • Steam distribution systems
  • Screw conveyors
  • Dump trucks
  • Temperature sensors
  • Steam gauges
  • Steam turbines
  • Flow meters
  • Grease guns
  • Power transformers
  • Excitation systems
  • Screens
  • Water softeners
  • Attemperators
  • Utility trucks
  • Combustible gas monitors
  • Gas leak detectors
  • Portable gas-powered generators
  • Annunciators
  • Shell and tube heat exchangers
  • Micro anemometers
  • Impact crushers
  • Water gauges
  • Orifice plates
  • Infrared analyzers
  • Flue gas desulferization systems
  • Pressure valves
  • Motor compressors
  • Limit switches
  • Vibration monitors
  • Temperature transmitters
  • Rotameters
  • Touch screen monitors
  • Catalytic sensors
  • Boiler gauge glasses
  • Transformer controls
  • Chain conveyors
  • All terrain vehicles ATV
  • Pulverizers
  • Phillips head screwdrivers
  • Geothermal binary turbines
  • Pressure transmitters
  • Condensers
  • Fire tube boilers
  • Wet scrubbers
  • Level transmitters
  • Electrical switch gear
  • Selective catalytic reactors
  • Vacuum pumps
  • Steam driven turbogenerators
  • Pressure gauges
  • Self-contained breathing apparatus
  • Water treatment equipment
  • Turbine flow meters
  • Air samplers
  • Air heaters
  • Desktop computers
  • Personal computers
  • Open flares
  • Digital panel meters
  • Diesel driven generators
  • Oxygen analyzers
  • Flow transmitters
  • Plate exchangers
  • Coal dryers
  • Dry scrubber systems
  • Cooling towers
  • Hard hats
  • Air compressors
  • Gas generators
  • Oil guns
  • Combustion turbines
  • Absorbers
  • Combustion engines
  • Analog panel meters
  • Bucket elevators
  • Blowers
  • Brushless direct current DC motors
  • Panel boards
  • Conductivity probes
  • Notebook computers
  • Hand sampling pumps
  • Belt conveyors
  • Unit governors
  • Claw hammers
  • Heat recovery steam generators
  • Grease dispensing guns
  • Purge pumps
  • Gas detectors
  • Adjustable widemouth pliers
  • Enclosed flares
  • Flow monitoring equipment
  • Soot blowers
  • Water filters
  • Backhoes
  • Circulating fluidized bed CFB boilers
  • Igniters
  • Selective non-catalytic reactors
  • Steam condensers
  • Mainframe computers
  • Straight screwdrivers
  • Water heaters
  • Adjustable hand wrenches
  • Switch yard equipment
  • Water pumps
  • Skid steer loaders
  • Dataloggers
  • Fin fan heat exchangers
  • Heat pumps
  • Air filtration mask
  • Digital readouts
  • Water samplers
  • Signal converters
  • Control boards
  • Oil filters
  • Multiple gas monitors

Alternative Job Titles