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Automation Risk Analysis

Will “Structural Mill Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Structural Mill 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%

“Structural Mill 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 develop new products and production processes.

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

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

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

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

  • Evaluate employee performance.

  • 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.

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

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

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

  • Keep records of employees' attendance and hours worked.

  • Set up and adjust machines and equipment.

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

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

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

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

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

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

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

  • Enforce safety and sanitation regulations.

Technologies & Software

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

Alternative Job Titles