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Automation Risk Analysis

Will “Pig Machine Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Pig Machine 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%

“Pig Machine 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

  • Evaluate employee performance.

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

  • 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.

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

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

  • 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.

  • 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.

  • Enforce safety and sanitation regulations.

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

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

  • Set up and adjust machines and equipment.

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

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

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

  • 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.

  • Plan and develop new products and production processes.

  • Keep records of employees' attendance and hours worked.

Technologies & Software

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

Alternative Job Titles