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Automation Risk Analysis

Will “Biodiesel Process Control Technician” be Automated?

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AI Exposure Risk

42%

“Biodiesel Process Control Technician” will probably not 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 42% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

63%

“Biodiesel Process Control Technician” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 63% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Biofuels Processing Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Calculate, measure, load, mix, and process refined feedstock with additives in fermentation or reaction process vessels and monitor production process. Perform, and keep records of, plant maintenance, repairs, and safety inspections.

Job Title & Hierarchy Code (SOC) Biofuels Processing Technicians #51-8099.01
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Data is based on the reference occupation: “Biofuels Processing Technicians”

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Core Skills & Abilities

  • Measure and monitor raw biofuels feedstock.

  • Calibrate liquid flow devices and meters, including fuel, chemical, and water meters.

  • Clean biofuels processing work area, ensuring compliance with safety regulations.

  • Collect biofuels samples and perform routine laboratory tests or analyses to assess biofuels quality.

  • Operate equipment, such as a centrifuge, to extract biofuels products and secondary by-products or reusable fractions.

  • Monitor and record flow meter performance.

  • Perform routine maintenance on mechanical, electrical, or electronic equipment or instruments used in the processing of biofuels.

  • Operate chemical processing equipment for the production of biofuels.

  • Inspect biofuels plant or processing equipment regularly, recording or reporting damage and mechanical problems.

  • Monitor batch, continuous flow, or hybrid biofuels production processes.

  • Monitor and record biofuels processing data.

  • Preprocess feedstock in preparation for physical, chemical, or biological fuel production processes.

  • Calculate, measure, load, or mix refined feedstock used in biofuels production.

  • Coordinate raw product sourcing or collection.

  • Process refined feedstock with additives in fermentation or reaction process vessels.

  • Assess the quality of biofuels additives for reprocessing.

  • Operate valves, pumps, engines, or generators to control and adjust biofuels production.

  • Monitor stored biofuels products or secondary by-products until reused or transferred to users.

  • Rebuild, repair, or replace biofuels processing equipment components.

Technologies & Software

  • Data visualization software
  • Siemens Industrial AI
  • SAS
  • Rockwell Automation AI
  • Python
  • Inventory control software
  • Human machine interface HMI software
  • Microsoft Word
  • Digital control systems DCS
  • Microsoft Excel
  • Sight Machine AI
  • Tableau
  • Cognex Vision AI
  • ABB AI Robotics
  • Enterprise resource planning ERP software
  • R
  • Computerized maintenance management system CMMS
  • Wheeled front end loaders
  • Viscosity meters
  • Level transmitters
  • Belt filters
  • Safety gloves
  • Autotitrators
  • Air monitoring equipment
  • Titrators
  • Demineralizers
  • Adjustable widemouth pliers
  • Pallet jacks
  • Emergency alarm systems
  • Fall protection harnesses
  • Crusher screens
  • Mobile radios
  • Moisture analyzers
  • Methanators
  • Stop valves
  • Adjustable hand wrenches
  • Materials dryers
  • Ball valves
  • Dust and particulate respirators
  • Sample ports
  • Phillips head screwdrivers
  • Infrared temperature guns
  • Desktop computers
  • Static mixers
  • Reaction flasks
  • Distillation columns
  • Cooling towers
  • Chain hoists
  • Fermentation processing vessels
  • Sifting screens
  • Flow control valves FCV
  • Throttle control valves TCV
  • Gravity convection ovens
  • Steam boilers
  • Protective ear plugs
  • Agitators
  • Personal computers
  • pH probes
  • Stripper columns
  • Self-contained breathing apparatus
  • Vacuum systems
  • Electric timing devices
  • Pneumatic conveyor systems
  • Air compressors
  • Reverse osmosis equipment
  • Belt conveyor systems
  • Hand sampling pumps
  • Digital hydrometers
  • Pressure gauges
  • Straight screwdrivers
  • Portable refractometers
  • Gate butterfly valves
  • Water samplers
  • Emissions monitoring systems
  • Milling equipment
  • Skid steer loaders
  • Glass graduated cylinders
  • Forklifts
  • Flow transmitters
  • Mole sieves
  • Temperature sensors
  • Gas chromatographs GC
  • Benchtop centrifuges
  • High pressure liquid chromatograph HPLC equipment
  • Heat exchangers
  • High vacuum evaporation systems
  • Binocular light compound microscopes
  • Hazardous material spill kits
  • Halogen moisture balances