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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

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

  • Plan and develop new products and production processes.

  • Keep records of employees' attendance and hours worked.

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

  • 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.

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

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

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

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

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

  • 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.

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

  • Enforce safety and sanitation regulations.

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

  • 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.

  • Set up and adjust machines and equipment.

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

Technologies & Software

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

Alternative Job Titles