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Automation Risk Analysis

Will “Conditioning Yard Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Conditioning Yard 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%

“Conditioning Yard 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

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

  • Keep records of employees' attendance and hours worked.

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

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

  • Enforce safety and sanitation regulations.

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

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

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

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

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

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

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

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

  • Set up and adjust machines and equipment.

  • Evaluate employee performance.

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

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

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

  • Plan and develop new products and production processes.

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  • Grok (xAI)
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  • Exact MAX
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  • Google Chrome
  • Total quality management TQM software
  • Autodesk AutoCAD
  • IBM Notes
  • Resource planning software
  • DeepSeek
  • Delphi Technology
  • Supervisory control and data acquisition SCADA software
  • SAP software
  • Spreadsheet software
  • Database software
  • Microsoft Excel
  • Llama (Meta)
  • ChatGPT (OpenAI)
  • Microsoft Axapta
  • Operational databases
  • Mozilla Firefox
  • Microsoft Access
  • Extensible markup language XML
  • Technology Group International Enterprise 21 ERP
  • Operating system software
  • Integrated materials management systems
  • Bowen & Groves M1 ERP
  • Microsoft Outlook
  • Email software
  • SYSPRO business software
  • Epicor Vista ERP
  • QA Software QMS Materials Management
  • Computer aided design CAD software
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  • Word processing software
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Alternative Job Titles