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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

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

  • Keep records of employees' attendance and hours worked.

  • 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.

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

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

  • Plan and develop new products and production processes.

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

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

  • Evaluate employee performance.

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

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

  • 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.

  • 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.

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

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

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

  • Enforce safety and sanitation regulations.

Technologies & Software

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

Alternative Job Titles