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Automation Risk Analysis

Will “Coke 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%

“Coke 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%

“Coke 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

  • Keep records of employees' attendance and hours worked.

  • Enforce safety and sanitation regulations.

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

  • 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.

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

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

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

  • Observe work and monitor gauges, dials, and other indicators to ensure that operators conform to production or processing standards.

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

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

  • Plan and develop new products and production processes.

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles