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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.

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

  • Evaluate employee performance.

  • 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.

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

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

  • Enforce safety and sanitation regulations.

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

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

  • Plan and develop new products and production processes.

  • 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.

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

  • 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.

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

  • Keep records of employees' attendance and hours worked.

  • Set up and adjust machines and equipment.

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

Technologies & Software

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

Alternative Job Titles