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Automation Risk Analysis

Will “Surgical Garment Assembly Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Surgical Garment Assembly 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%

“Surgical Garment Assembly 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

  • 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.

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

  • Keep records of employees' attendance and hours worked.

  • Set up and adjust machines and equipment.

  • 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.

  • 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.

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

  • 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.

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

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

  • Evaluate employee performance.

  • Enforce safety and sanitation regulations.

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

  • Plan and develop new products and production processes.

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

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

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

Technologies & Software

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

Alternative Job Titles