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Automation Risk Analysis

Will “Yarn Preparation Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Yarn Preparation 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%

“Yarn Preparation 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

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

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

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

  • 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.

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

  • Set up and adjust machines and equipment.

  • Evaluate employee performance.

  • 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.

  • Keep records of employees' attendance and hours worked.

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

  • 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.

  • Enforce safety and sanitation regulations.

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

  • 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.

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

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

  • Plan and develop new products and production processes.

Technologies & Software

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

Alternative Job Titles