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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

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

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

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

  • Keep records of employees' attendance and hours worked.

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

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

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

  • Evaluate employee performance.

  • Enforce safety and sanitation regulations.

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

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

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

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

  • Plan and develop new products and production processes.

  • Set up and adjust machines and equipment.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles