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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

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

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

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

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

  • 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.

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

  • 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.

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

  • Set up and adjust machines and equipment.

  • Plan and develop new products and production processes.

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

  • Enforce safety and sanitation regulations.

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

  • Keep records of employees' attendance and hours worked.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles