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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

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

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

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

  • Evaluate employee performance.

  • Enforce safety and sanitation regulations.

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

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

  • Keep records of employees' attendance and hours worked.

  • 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.

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

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

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

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

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

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

  • Set up and adjust machines and equipment.

  • Plan and develop new products and production processes.

Technologies & Software

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

Alternative Job Titles