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Automation Risk Analysis

Will “Landfill Gas Generation System Technician (Landfill 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%

“Landfill Gas Generation System Technician (Landfill 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%

“Landfill Gas Generation System Technician (Landfill 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 or maintain auxiliary equipment, such as pumps, fans, compressors, condensers, feedwater heaters, filters, or chlorinators, to supply water, fuel, lubricants, air, or auxiliary power.

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

  • 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.

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

  • 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.

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

  • Diagnose or troubleshoot problems with gas collection systems.

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

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

  • 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.

  • Repair or replace gas piping.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles