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Automation Risk Analysis

Will “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%

“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%

“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

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

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

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

  • Set up and adjust machines and equipment.

  • Plan and develop new products and production processes.

  • 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.

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

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

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

  • Keep records of employees' attendance and hours worked.

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

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

  • Enforce safety and sanitation regulations.

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

  • 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.

  • Evaluate employee performance.

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

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

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

Technologies & Software

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

Alternative Job Titles