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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

  • 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.

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

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

  • Plan and develop new products and production processes.

  • 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.

  • Evaluate employee performance.

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

  • Enforce safety and sanitation regulations.

  • 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.

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

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

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

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

  • Set up and adjust machines and equipment.

  • Keep records of employees' attendance and hours worked.

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

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

Technologies & Software

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

Alternative Job Titles