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Automation Risk Analysis

Will “Ice 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%

“Ice 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%

“Ice 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

  • Keep records of employees' attendance and hours worked.

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

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

  • Set up and adjust machines and equipment.

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

  • Enforce safety and sanitation regulations.

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

  • Evaluate employee performance.

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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • Plan and develop new products and production processes.

Technologies & Software

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

Alternative Job Titles