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Automation Risk Analysis

Will “Toy Parts Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Toy Parts 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%

“Toy Parts 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

  • Enforce safety and sanitation regulations.

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

  • Plan and develop new products and production processes.

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

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

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

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

  • 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.

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

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

  • Keep records of employees' attendance and hours worked.

  • 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.

  • Set up and adjust machines and equipment.

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

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

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

  • Evaluate employee performance.

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

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

Technologies & Software

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

Alternative Job Titles