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Automation Risk Analysis

Will “Merchant Mill Rolling and Finishing Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Merchant Mill Rolling and Finishing 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%

“Merchant Mill Rolling and Finishing 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

  • Evaluate employee performance.

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

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

  • Keep records of employees' attendance and hours worked.

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

  • Enforce safety and sanitation regulations.

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

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

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

  • Plan and develop new products and production processes.

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

  • Set up and adjust machines and equipment.

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

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

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

  • 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.

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

  • 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

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

Alternative Job Titles