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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

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

  • Evaluate employee performance.

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

  • 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.

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

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

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

  • Keep records of employees' attendance and hours worked.

  • 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.

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

  • Enforce safety and sanitation regulations.

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

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

  • Set up and adjust machines and equipment.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles