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Automation Risk Analysis

Will “Mill Labor Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Mill Labor 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%

“Mill Labor 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

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

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

  • 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.

  • Plan and develop new products and production processes.

  • Evaluate employee performance.

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

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

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

  • 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.

  • 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.

  • 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.

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

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

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

  • Set up and adjust machines and equipment.

  • Enforce safety and sanitation regulations.

  • Keep records of employees' attendance and hours worked.

Technologies & Software

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

Alternative Job Titles