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Automation Risk Analysis

Will “Frame Sample 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%

“Frame Sample 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%

“Frame Sample 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

  • Keep records of employees' attendance and hours worked.

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

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

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

  • Enforce safety and sanitation regulations.

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

  • 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.

  • 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.

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

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

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

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

  • 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.

  • Plan and develop new products and production processes.

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

  • Evaluate employee performance.

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

Technologies & Software

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

Alternative Job Titles