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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

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

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

  • 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.

  • Enforce safety and sanitation regulations.

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

  • Evaluate employee performance.

  • 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.

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

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

  • Set up and adjust machines and equipment.

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

  • 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.

  • Plan and develop new products and production processes.

  • Keep records of employees' attendance and hours worked.

Technologies & Software

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

Alternative Job Titles