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Automation Risk Analysis

Will “Garment Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Garment 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%

“Garment 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

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

  • Keep records of employees' attendance and hours worked.

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

  • 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.

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

  • Enforce safety and sanitation regulations.

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

  • 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.

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

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

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

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

  • 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.

  • Plan and develop new products and production processes.

  • 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.

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

  • Evaluate employee performance.

Technologies & Software

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

Alternative Job Titles