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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

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

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

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

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

  • Evaluate employee performance.

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

  • Plan and develop new products and production processes.

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

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

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

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

  • Set up and adjust machines and equipment.

  • Keep records of employees' attendance and hours worked.

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

  • 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.

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

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

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

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

  • Enforce safety and sanitation regulations.

Technologies & Software

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

Alternative Job Titles