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Automation Risk Analysis

Will “Ready-Mixed Food Preparations Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Ready-Mixed Food Preparations 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%

“Ready-Mixed Food Preparations 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

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

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

  • 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.

  • 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.

  • Enforce safety and sanitation regulations.

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

  • 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.

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

  • Evaluate employee performance.

  • Set up and adjust machines and equipment.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles