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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

  • Set up and adjust machines and equipment.

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

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

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

  • Keep records of employees' attendance and hours worked.

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

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

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

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

  • Evaluate employee performance.

  • 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.

  • 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.

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

  • 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.

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

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

  • Enforce safety and sanitation regulations.

Technologies & Software

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

Alternative Job Titles