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Automation Risk Analysis

Will “Pool Cleaner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #367 of 702. Estimated risk: 66.0%

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AI Exposure Risk

50%

“Pool 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%

“Pool 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

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

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

  • Clean and polish furniture and fixtures.

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

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

  • Dust furniture, walls, machines, or equipment.

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

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

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

  • Service, clean, or supply restrooms.

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

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

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

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

  • Strip, seal, finish, and polish floors.

  • Steam-clean or shampoo carpets.

  • 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.

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

  • Gather and empty trash.

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

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

Technologies & Software

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

Alternative Job Titles