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Automation Risk Analysis

Will “Rag Room Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Rag Room 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%

“Rag Room 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.

  • 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.

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

  • Enforce safety and sanitation regulations.

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

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

  • Keep records of employees' attendance and hours worked.

  • 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.

  • Plan and develop new products and production processes.

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles