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Automation Risk Analysis

Will “Melting Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Melting 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%

“Melting 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

  • Enforce safety and sanitation regulations.

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

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

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

  • Evaluate employee performance.

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

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

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

  • 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.

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

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

  • 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.

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

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

  • Set up and adjust machines and equipment.

  • Plan and develop new products and production processes.

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

  • Keep records of employees' attendance and hours worked.

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

Technologies & Software

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

Alternative Job Titles