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Automation Risk Analysis

Will “Refinery Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Refinery 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%

“Refinery 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

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

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

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

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

  • Keep records of employees' attendance and hours worked.

  • Evaluate employee performance.

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

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

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

  • Set up and adjust machines and equipment.

  • Enforce safety and sanitation regulations.

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

  • 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.

  • 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.

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

  • 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.

  • Plan and develop new products and production processes.

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

Technologies & Software

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

Alternative Job Titles