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Automation Risk Analysis

Will “Coin Machine Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Coin Machine 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%

“Coin Machine 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

  • 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.

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

  • Enforce safety and sanitation regulations.

  • Set up and adjust machines and equipment.

  • Plan and develop new products and production processes.

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

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

  • Evaluate employee performance.

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

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

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

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

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

  • 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.

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

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

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

  • 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

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

Alternative Job Titles