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Automation Risk Analysis

Will “Spinning Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Spinning 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%

“Spinning 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 other supervisors to coordinate operations and activities within or between departments.

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

  • 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.

  • Keep records of employees' attendance and hours worked.

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

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

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

  • 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.

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

  • Enforce safety and sanitation regulations.

  • 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.

  • 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.

  • Set up and adjust machines and equipment.

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

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

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

Technologies & Software

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

Alternative Job Titles