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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.

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

  • Evaluate employee performance.

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

  • Plan and develop new products and production processes.

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

  • 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.

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

  • Enforce safety and sanitation regulations.

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

  • 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.

  • Keep records of employees' attendance and hours worked.

  • 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.

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

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

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

  • Set up and adjust machines and equipment.

Technologies & Software

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

Alternative Job Titles