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Automation Risk Analysis

Will “Rug Cleaning Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Rug Cleaning 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%

“Rug Cleaning 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.

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

  • 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.

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

  • 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.

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

  • 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.

  • Plan and develop new products and production processes.

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

  • 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.

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

  • 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.

  • Enforce safety and sanitation regulations.

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

  • Evaluate employee performance.

Technologies & Software

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

Alternative Job Titles