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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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Repair or replace gas piping.

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

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

  • Diagnose or troubleshoot problems with gas collection systems.

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles