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Automation Risk Analysis

Will “Grease Refining Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Grease Refining Supervisor” 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

52%

“Grease Refining Supervisor” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 52% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For First-Line Supervisors of Production and Operating Workers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Directly supervise and coordinate the activities of production and operating workers, such as inspectors, precision workers, machine setters and operators, assemblers, fabricators, and plant and system operators. Excludes team or work leaders.

Avg. Annual Salary $74,540
Avg. Hourly Wage $35.84
Available Jobs (US) 685,140
Job Title & Hierarchy Code (SOC) First-Line Supervisors of Production and Operating Workers #51-1011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “First-Line Supervisors of Production and Operating Workers”

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Core Skills & Abilities

  • Inspect materials, products, or equipment to detect defects or malfunctions.

  • Requisition materials, supplies, equipment parts, or repair services.

  • Conduct employee training in equipment operations or work and safety procedures, or assign employee training to experienced workers.

  • Confer with management or subordinates to resolve worker problems, complaints, or grievances.

  • Confer with other supervisors to coordinate operations and activities within or between departments.

  • Observe work and monitor gauges, dials, and other indicators to ensure that operators conform to production or processing standards.

  • Enforce safety and sanitation regulations.

  • Recommend or implement measures to motivate employees and to improve production methods, equipment performance, product quality, or efficiency.

  • Direct and coordinate the activities of employees engaged in the production or processing of goods, such as inspectors, machine setters, or fabricators.

  • Maintain operations data, such as time, production, and cost records, and prepare management reports of production results.

  • Plan and develop new products and production processes.

  • Set up and adjust machines and equipment.

  • Keep records of employees' attendance and hours worked.

  • Plan and establish work schedules, assignments, and production sequences to meet production goals.

  • Read and analyze charts, work orders, production schedules, and other records and reports to determine production requirements and to evaluate current production estimates and outputs.

  • Evaluate employee performance.

  • Determine standards, budgets, production goals, and rates, based on company policies, equipment and labor availability, and workloads.

  • Calculate labor and equipment requirements and production specifications, using standard formulas.

  • Interpret specifications, blueprints, job orders, and company policies and procedures for workers.

  • Recommend or execute personnel actions, such as hirings, evaluations, or promotions.

Technologies & Software

  • Minitab
  • Claude (Anthropic)
  • Google Chrome
  • HCSS HeavyJob
  • Encompix ERP
  • Grok (xAI)
  • Resource planning software
  • Microsoft Word
  • Microsoft PowerPoint
  • Total quality management TQM software
  • ChatGPT (OpenAI)
  • Microsoft Excel
  • Qwen (Alibaba)
  • Apple Safari
  • Operational databases
  • ABB AI Robotics
  • Autodesk AutoCAD
  • Computer aided manufacturing CAM software
  • Microsoft Outlook
  • Capterra Enterprise Resource Planning
  • SYSPRO business software
  • Materials management software
  • Oracle JD Edwards EnterpriseOne
  • Gemini (Google)
  • Work Technology WorkTech Time
  • IBM Notes
  • GHG Clockwise
  • Extensible markup language XML
  • Computer aided design CAD software
  • Bowen & Groves M1 ERP
  • Integrated materials management systems
  • Mozilla Firefox
  • Microsoft Project
  • Intacct ERP
  • Microsoft Exchange
  • Technology Group International Enterprise 21 ERP
  • Microsoft Internet Explorer
  • Microsoft Office software
  • Email software
  • Rockwell Automation AI
  • Retain Resource Planning
  • Apple iWork Pages
  • Microsoft SharePoint
  • Epicor Vista ERP
  • QA Software QMS Materials Management
  • Word processing software
  • Siemens Industrial AI
  • Microsoft Axapta
  • Spreadsheet software
  • Microsoft Access
  • Operating system software
  • Delphi Technology
  • Mistral (Mistral AI)
  • DeepSeek
  • Microsoft Total Quality Control Management
  • SAP software
  • Nova (Amazon)
  • Database software
  • Sight Machine AI
  • Supervisory control and data acquisition SCADA software
  • NetSuite NetERP
  • Kronos Workforce Timekeeper
  • Exact MAX
  • Cognex Vision AI
  • Giraffe Production Systems Giraffe Schedule System
  • Kimi (Moonshot AI)
  • Epicor Vantage ERP
  • SAP Business One
  • Aptean Made2Manage
  • Llama (Meta)
  • Timekeeping software
  • Inventory management software
  • Personal protective clothing
  • Respirators
  • Hard hats
  • Laser printers
  • Operator terminals
  • Personal computers
  • Safety shoes
  • Laser scanners
  • Notebook computers
  • Safety glasses
  • Desktop computers

Alternative Job Titles