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Automation Risk Analysis

Will “Carpet Cleaner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #367 of 702. Estimated risk: 66.0%

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AI Exposure Risk

50%

“Carpet Cleaner” will probably not 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 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Carpet Cleaner” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Janitors and Cleaners, Except Maids and Housekeeping Cleaners, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Keep buildings in clean and orderly condition. Perform heavy cleaning duties, such as cleaning floors, shampooing rugs, washing walls and glass, and removing rubbish. Duties may include tending furnace and boiler, performing routine maintenance activities, notifying management of need for repairs, and cleaning snow or debris from sidewalk.

Avg. Annual Salary $37,460
Avg. Hourly Wage $18.01
Available Jobs (US) 2,199,900
Job Title & Hierarchy Code (SOC) Janitors and Cleaners, Except Maids and Housekeeping Cleaners #37-2011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Janitors and Cleaners, Except Maids and Housekeeping Cleaners”

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Core Skills & Abilities

  • Drive vans, industrial trucks, or other vehicles required to travel to, or to perform, cleaning work.

  • Clean and polish furniture and fixtures.

  • Move heavy furniture, equipment, or supplies, either manually or with hand trucks.

  • Service, clean, or supply restrooms.

  • Requisition supplies or equipment needed for cleaning and maintenance duties.

  • Gather and empty trash.

  • Monitor building security and safety by performing tasks such as locking doors after operating hours or checking electrical appliance use to ensure that hazards are not created.

  • Spray insecticides or fumigants to prevent insect or rodent infestation.

  • Strip, seal, finish, and polish floors.

  • Remove snow from sidewalks, driveways, or parking areas, using snowplows, snow blowers, or snow shovels, or spread snow-melting chemicals.

  • Steam-clean or shampoo carpets.

  • Set up, arrange, or remove decorations, tables, chairs, ladders, or scaffolding to prepare facilities for events, such as banquets or meetings.

  • Mix water and detergents or acids in containers to prepare cleaning solutions, according to specifications.

  • Dust furniture, walls, machines, or equipment.

  • Mow or trim lawns or shrubbery, using mowers or hand or power trimmers, and clear debris from grounds.

  • Make adjustments or minor repairs to heating, cooling, ventilating, plumbing, or electrical systems.

  • Notify managers concerning the need for major repairs or additions to building operating systems.

  • Clean chimneys, flues, and connecting pipes, using power or hand tools.

  • Follow procedures for the use of chemical cleaners and power equipment to prevent damage to floors and fixtures.

  • Clean windows, glass partitions, or mirrors, using soapy water or other cleaners, sponges, or squeegees.

  • Clean building floors by sweeping, mopping, scrubbing, or vacuuming.

Technologies & Software

  • Microsoft Outlook
  • iRobot
  • Microsoft Word
  • Eko
  • Microsoft Excel
  • Avidbots (Cleaning Robots)
  • Lionsbot AI
  • Operating system software
  • Microsoft Office software
  • Squeegee
  • Ratchet wrenches
  • Dry mops
  • Adjustable widemouth pliers
  • Claw hammers
  • Power floor scrubbers
  • Portable scaffolding
  • Push brooms
  • Scissor lifts
  • Hand trucks
  • Precision files
  • Floor strippers
  • Hedge trimmers
  • Straight screwdrivers
  • Cordless drills
  • Phillips head screwdrivers
  • Safety gloves
  • Floor buffers
  • Forklifts
  • Aerial manlifts
  • Personal computers
  • Snowplows
  • Carpet shampooers
  • Power saws
  • Wet mops
  • Air compressors
  • Floor waxers
  • Adjustable hand wrenches
  • Power grinders
  • Window squeegees
  • Snow blowers
  • Extension ladders
  • Snow shovels
  • Safety glasses
  • Desktop computers
  • Ride-on industrial vacuum cleaners
  • Protective ear plugs
  • Steam cleaning equipment
  • Step ladders
  • Industrial vacuums
  • Insecticide sprayers
  • Equipment dollies
  • Power mowers

Alternative Job Titles