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Automation Risk Analysis

Will “Ethanol Operations Manager” be Automated?

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AI Exposure Risk

30%

“Ethanol Operations Manager” 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 30% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

46%

“Ethanol Operations Manager” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 46% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Biofuels Production Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Manage biofuels production and plant operations. Collect and process information on plant production and performance, diagnose problems, and design corrective procedures.

Job Title & Hierarchy Code (SOC) Biofuels Production Managers #11-3051.03
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Data is based on the reference occupation: “Biofuels Production Managers”

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Core Skills & Abilities

  • Monitor meters, flow gauges, or other real-time data to ensure proper operation of biofuels production equipment, implementing corrective measures as needed.

  • Approve proposals for the acquisition, replacement, or repair of biofuels processing equipment or the implementation of new production processes.

  • Conduct cost, material, and efficiency studies for biofuels production plants or operations.

  • Monitor transportation and storage of flammable or other potentially dangerous feedstocks or products to ensure adherence to safety guidelines.

  • Confer with technical and supervisory personnel to report or resolve conditions affecting biofuels plant safety, operational efficiency, and product quality.

  • Review logs, datasheets, or reports to ensure adequate production levels or to identify abnormalities with biofuels production equipment or processes.

  • Adjust temperature, pressure, vacuum, level, flow rate, or transfer of biofuels to maintain processes at required levels.

  • Provide training to subordinate or new employees to improve biofuels plant safety or increase the production of biofuels.

  • Manage operations at biofuels power generation facilities, including production, shipping, maintenance, or quality assurance activities.

  • Shut down and restart biofuels plant or equipment in emergency situations or for equipment maintenance, repairs, or replacements.

  • Provide direction to employees to ensure compliance with biofuels plant safety, environmental, or operational standards and regulations.

  • Supervise production employees in the manufacturing of biofuels, such as biodiesel or ethanol.

  • Draw samples of biofuels products or secondary by-products for quality control testing.

  • Prepare and manage biofuels plant or unit budgets.

Technologies & Software

  • Microsoft PowerPoint
  • Adobe Acrobat
  • ChatGPT (OpenAI)
  • Microsoft Excel
  • Microsoft Outlook
  • Microsoft Office software
  • Fireflies.ai
  • Human machine interface HMI software
  • Otter.ai
  • Computerized maintenance management system CMMS
  • Employee scheduling software
  • Motion (AI Scheduler)
  • Autodesk AutoCAD
  • Gemini for Workspace
  • Web browser software
  • Microsoft Word
  • Perplexity AI
  • Microsoft Copilot
  • Inventory control software
  • Notion AI
  • Claude (Anthropic)
  • Napkin AI
  • Distributed control system DCS
  • Desktop computers
  • Personal computers
  • pH probes
  • Gravity convection ovens
  • Reaction flasks
  • Dust and particulate respirators
  • Mobile radios
  • Sample ports
  • Belt conveyor systems
  • Gate butterfly valves
  • Mole sieves
  • Self-contained breathing apparatus
  • Flow control valves FCV
  • Electric timing devices
  • Ball valves
  • Glass graduated cylinders
  • Hazardous material spill kits
  • Moisture analyzers
  • Stop valves
  • Hand sampling pumps
  • Emergency alarm systems
  • Fermentation processing vessels
  • Air monitoring equipment
  • Throttle control valves TCV
  • Forklifts