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Automation Risk Analysis

Will “Carding Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Carding 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%

“Carding 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

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

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

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

  • Keep records of employees' attendance and hours worked.

  • 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.

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

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

  • 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.

  • Set up and adjust machines and equipment.

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

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

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

  • Enforce safety and sanitation regulations.

  • Evaluate employee performance.

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

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

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

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

Technologies & Software

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

Alternative Job Titles