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Automation Risk Analysis

Will “Model and Pattern Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Model and Pattern 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%

“Model and Pattern 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

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

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

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

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

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

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

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

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

  • 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.

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

  • Plan and develop new products and production processes.

  • Set up and adjust machines and equipment.

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

  • Enforce safety and sanitation regulations.

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

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

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

  • Keep records of employees' attendance and hours worked.

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

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

Alternative Job Titles