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Automation Risk Analysis

Will “Dairy Processing Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Dairy Processing 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%

“Dairy Processing 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

  • 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.

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

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

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

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

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

  • Enforce safety and sanitation regulations.

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

  • Keep records of employees' attendance and hours worked.

  • 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.

  • Set up and adjust machines and equipment.

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

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

  • Evaluate employee performance.

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

  • 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.

Technologies & Software

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

Alternative Job Titles