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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

  • 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.

  • 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.

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

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

  • Set up and adjust machines and equipment.

  • 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.

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

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

  • Keep records of employees' attendance and hours worked.

  • 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.

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

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

  • Enforce safety and sanitation regulations.

  • Plan and develop new products and production processes.

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

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

Technologies & Software

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

Alternative Job Titles