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Automation Risk Analysis

Will “General Cleaner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #367 of 702. Estimated risk: 66.0%

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AI Exposure Risk

50%

“General 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%

“General 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

  • Gather and empty trash.

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

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

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

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

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

  • Strip, seal, finish, and polish floors.

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

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

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

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

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

  • 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.

  • Steam-clean or shampoo carpets.

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

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

  • Service, clean, or supply restrooms.

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

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

  • Dust furniture, walls, machines, or equipment.

  • Clean and polish furniture and fixtures.

Technologies & Software

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

Alternative Job Titles