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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

  • Set up and adjust machines and equipment.

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

  • Plan and develop new products and production processes.

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

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

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

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

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

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

  • Enforce safety and sanitation regulations.

  • 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.

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

  • Keep records of employees' attendance and hours worked.

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

  • 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.

  • Evaluate employee performance.

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

  • 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.

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  • SAP software
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  • Integrated materials management systems
  • Grok (xAI)
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  • ABB AI Robotics
  • HCSS HeavyJob
  • Bowen & Groves M1 ERP
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  • Database software
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  • Spreadsheet software
  • Qwen (Alibaba)
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  • Microsoft Axapta
  • NetSuite NetERP
  • Epicor Vista ERP
  • Microsoft Word
  • Apple iWork Pages
  • Operational databases
  • Oracle JD Edwards EnterpriseOne
  • Encompix ERP
  • Intacct ERP
  • Giraffe Production Systems Giraffe Schedule System
  • Email software
  • Apple Safari
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  • Mistral (Mistral AI)
  • Autodesk AutoCAD
  • Extensible markup language XML
  • Computer aided manufacturing CAM software
  • Retain Resource Planning
  • Microsoft PowerPoint
  • Word processing software
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  • Microsoft Office software
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  • Safety glasses
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  • Desktop computers
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  • Operator terminals
  • Respirators
  • Notebook computers
  • Safety shoes
  • Laser printers
  • Laser scanners

Alternative Job Titles