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Automation Risk Analysis

Will “Melt House Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Melt House 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%

“Melt House 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

  • 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.

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

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

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

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

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

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

  • Plan and develop new products and production processes.

  • Set up and adjust machines and equipment.

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

  • Keep records of employees' attendance and hours worked.

  • Evaluate employee performance.

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

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

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

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

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

  • Enforce safety and sanitation regulations.

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

Technologies & Software

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  • Computer aided manufacturing CAM software
  • Autodesk AutoCAD
  • Microsoft PowerPoint
  • QA Software QMS Materials Management
  • Microsoft SharePoint
  • SAP Business One
  • Extensible markup language XML
  • Intacct ERP
  • Materials management software
  • Apple Safari
  • Email software
  • Computer aided design CAD software
  • Operational databases
  • Microsoft Outlook
  • SYSPRO business software
  • Aptean Made2Manage
  • Apple iWork Pages
  • Microsoft Total Quality Control Management
  • Cognex Vision AI
  • SAP software
  • Kronos Workforce Timekeeper
  • Microsoft Access
  • Microsoft Office software
  • Giraffe Production Systems Giraffe Schedule System
  • Exact MAX
  • Supervisory control and data acquisition SCADA software
  • ABB AI Robotics
  • Bowen & Groves M1 ERP
  • Technology Group International Enterprise 21 ERP
  • Inventory management software
  • GHG Clockwise
  • Microsoft Axapta
  • Total quality management TQM software
  • Capterra Enterprise Resource Planning
  • Google Chrome
  • Operating system software
  • IBM Notes
  • Encompix ERP
  • Claude (Anthropic)
  • NetSuite NetERP
  • Microsoft Excel
  • Word processing software
  • Microsoft Project
  • Gemini (Google)
  • Llama (Meta)
  • Microsoft Exchange
  • HCSS HeavyJob
  • Grok (xAI)
  • Integrated materials management systems
  • Epicor Vantage ERP
  • Database software
  • Minitab
  • Delphi Technology
  • Rockwell Automation AI
  • Timekeeping software
  • Sight Machine AI
  • Resource planning software
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  • Spreadsheet software
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Alternative Job Titles