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Automation Risk Analysis

Will “Coal 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%

“Coal 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%

“Coal 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

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

  • 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.

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

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

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

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

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

  • Evaluate employee performance.

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

  • Conduct employee training in equipment operations or work and safety procedures, or assign employee training to experienced 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 execute personnel actions, such as hirings, evaluations, or promotions.

  • Keep records of employees' attendance and hours worked.

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

  • Enforce safety and sanitation regulations.

  • Set up and adjust machines and equipment.

  • 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.

Technologies & Software

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

Alternative Job Titles