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Automation Risk Analysis

Will “Cook Room 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 Room 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 Room 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.

  • Set up and adjust machines and equipment.

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

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

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

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

  • Evaluate employee performance.

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

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

  • 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.

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

  • Keep records of employees' attendance and hours worked.

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

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

  • Plan and develop new products and production processes.

  • Enforce safety and sanitation regulations.

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

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

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

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

Technologies & Software

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

Alternative Job Titles