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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

  • 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.

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

  • Plan and develop new products and production processes.

  • Keep records of employees' attendance and hours worked.

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

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

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

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

  • Evaluate employee performance.

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

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

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

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

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

  • Set up and adjust machines and equipment.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles