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Automation Risk Analysis

Will “Pleating Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Pleating 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%

“Pleating 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

  • Plan and develop new products and production processes.

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

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

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

  • 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.

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

  • Enforce safety and sanitation regulations.

  • Keep records of employees' attendance and hours worked.

  • Set up and adjust machines and equipment.

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

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

  • Evaluate employee performance.

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles