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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

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

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

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

  • 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.

  • Dust furniture, walls, machines, or equipment.

  • Strip, seal, finish, and polish floors.

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

  • 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.

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

  • Steam-clean or shampoo carpets.

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

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

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

  • Service, clean, or supply restrooms.

  • Clean and polish furniture and fixtures.

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

  • Gather and empty trash.

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

Technologies & Software

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

Alternative Job Titles