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Automation Risk Analysis

Will “Embroidery Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Embroidery 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%

“Embroidery 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

  • Set up and adjust machines and equipment.

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

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

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

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

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

  • Evaluate employee performance.

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

  • 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.

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

  • 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.

  • Enforce safety and sanitation regulations.

  • Keep records of employees' attendance and hours worked.

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles