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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

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

  • Enforce safety and sanitation regulations.

  • Set up and adjust machines and equipment.

  • Evaluate employee performance.

  • 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.

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

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

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

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

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

  • Keep records of employees' attendance and hours worked.

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

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

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

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

  • Plan and develop new products and production processes.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles