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Automation Risk Analysis

Will “Melter Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Melter 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%

“Melter 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

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

  • 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.

  • 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.

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

  • Plan and develop new products and production processes.

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

  • Enforce safety and sanitation regulations.

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

  • Evaluate employee performance.

  • Set up and adjust machines and equipment.

  • Keep records of employees' attendance and hours worked.

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles