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Automation Risk Analysis

Will “Tufting Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Tufting 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%

“Tufting 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

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

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

  • Plan and develop new products and production processes.

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

  • Keep records of employees' attendance and hours worked.

  • Enforce safety and sanitation regulations.

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

  • 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.

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

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

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

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

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

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

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

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

  • Evaluate employee performance.

  • 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.

Technologies & Software

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

Alternative Job Titles