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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

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

  • Keep records of employees' attendance and hours worked.

  • Enforce safety and sanitation regulations.

  • Plan and develop new products and production processes.

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

  • 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.

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

  • Evaluate employee performance.

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

  • Set up and adjust machines and equipment.

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles