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Automation Risk Analysis

Will “Knitting Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Knitting 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%

“Knitting 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

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

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

  • Keep records of employees' attendance and hours worked.

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

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

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

  • Set up and adjust machines and equipment.

  • Enforce safety and sanitation regulations.

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

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

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

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

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

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

  • 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.

  • Plan and develop new products and production processes.

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

  • Evaluate employee performance.

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

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

Technologies & Software

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

Alternative Job Titles