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Automation Risk Analysis

Will “Cook 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%

“Cook 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%

“Cook 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

  • Plan and develop new products and production processes.

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

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

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

  • 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.

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

  • Keep records of employees' attendance and hours worked.

  • Enforce safety and sanitation regulations.

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

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

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

  • 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.

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

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

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

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

  • Evaluate employee performance.

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

Technologies & Software

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

Alternative Job Titles