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Automation Risk Analysis

Will “Milling Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Milling 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%

“Milling 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

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

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

  • Enforce safety and sanitation regulations.

  • Keep records of employees' attendance and hours worked.

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

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

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

  • Evaluate employee performance.

  • 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.

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

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

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

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

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

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

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

  • Set up and adjust machines and equipment.

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

  • 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.

Technologies & Software

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

Alternative Job Titles