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Automation Risk Analysis

Will “Cloth Winding Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Cloth Winding 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%

“Cloth Winding 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

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

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

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

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

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

  • 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.

  • Keep records of employees' attendance and hours worked.

  • Plan and develop new products and production processes.

  • Set up and adjust machines and equipment.

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

  • 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.

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

  • 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.

  • Enforce safety and sanitation regulations.

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

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

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

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

Technologies & Software

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

Alternative Job Titles