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Automation Risk Analysis

Will “Pattern Grader Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Pattern Grader 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%

“Pattern Grader 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

  • Set up and adjust machines and equipment.

  • 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.

  • 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.

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

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

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

  • 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.

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

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

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

  • Plan and develop new products and production processes.

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

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

  • 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.

  • Evaluate employee performance.

  • Enforce safety and sanitation regulations.

Technologies & Software

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

Alternative Job Titles