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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

  • 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.

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

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

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

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

  • Enforce safety and sanitation regulations.

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

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

  • Keep records of employees' attendance and hours worked.

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

  • Plan and develop new products and production processes.

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

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

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

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

  • Set up and adjust machines and equipment.

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

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

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

Technologies & Software

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

Alternative Job Titles