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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

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

  • Keep records of employees' attendance and hours worked.

  • 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.

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

  • Plan and develop new products and production processes.

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

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

  • Set up and adjust machines and equipment.

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

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

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

  • Evaluate employee performance.

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

  • Enforce safety and sanitation regulations.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles