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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

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

  • 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.

  • Set up and adjust machines and equipment.

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

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

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

  • Enforce safety and sanitation regulations.

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

  • Evaluate employee performance.

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

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

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

  • Keep records of employees' attendance and hours worked.

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

  • 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.

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

  • 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

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

Alternative Job Titles