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Automation Risk Analysis

Will “Methane Gas Generation System Technician (Methane Gas Generation 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 Generation System Technician (Methane Gas Generation 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 Generation System Technician (Methane Gas Generation 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

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

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

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

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

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

  • 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.

  • Diagnose or troubleshoot problems with gas collection systems.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Repair or replace gas piping.

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

Technologies & Software

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

Alternative Job Titles