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Automation Risk Analysis

Will “Coal Handling 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 Handling 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 Handling 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

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

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

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

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

  • Enforce safety and sanitation regulations.

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

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

  • 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.

  • Keep records of employees' attendance and hours worked.

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

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

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

  • Plan and develop new products and production processes.

  • 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.

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

  • Evaluate employee performance.

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

  • Set up and adjust machines and equipment.

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

Technologies & Software

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  • Operating system software
  • Technology Group International Enterprise 21 ERP
  • Timekeeping software
  • Mistral (Mistral AI)
  • IBM Notes
  • Autodesk AutoCAD
  • Apple iWork Pages
  • DeepSeek
  • Kimi (Moonshot AI)
  • Database software
  • Microsoft Excel
  • Encompix ERP
  • Spreadsheet software
  • GHG Clockwise
  • Microsoft Total Quality Control Management
  • Epicor Vantage ERP
  • Supervisory control and data acquisition SCADA software
  • Resource planning software
  • Microsoft PowerPoint
  • Microsoft Project
  • Work Technology WorkTech Time
  • Llama (Meta)
  • Microsoft Office software
  • Capterra Enterprise Resource Planning
  • ChatGPT (OpenAI)
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  • Email software
  • Materials management software
  • SAP software
  • Delphi Technology
  • Google Chrome
  • Oracle JD Edwards EnterpriseOne
  • Intacct ERP
  • Cognex Vision AI
  • Minitab
  • Computer aided manufacturing CAM software
  • Epicor Vista ERP
  • Microsoft Word
  • Extensible markup language XML
  • Total quality management TQM software
  • Computer aided design CAD software
  • QA Software QMS Materials Management
  • Qwen (Alibaba)
  • Aptean Made2Manage
  • Grok (xAI)
  • SAP Business One
  • Apple Safari
  • Microsoft SharePoint
  • Integrated materials management systems
  • Word processing software
  • Microsoft Access
  • Microsoft Exchange
  • Bowen & Groves M1 ERP
  • Operational databases
  • Siemens Industrial AI
  • Laser printers
  • Operator terminals
  • Respirators
  • Personal computers
  • Personal protective clothing
  • Safety shoes
  • Hard hats
  • Safety glasses
  • Desktop computers
  • Laser scanners
  • Notebook computers

Alternative Job Titles