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Automation Risk Analysis

Will “Scrub Woman” be Automated?

Historical Context: Oxford Study (2013)

Ranked #367 of 702. Estimated risk: 66.0%

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AI Exposure Risk

50%

“Scrub Woman” 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%

“Scrub Woman” 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

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

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

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

  • Gather and empty trash.

  • Dust furniture, walls, machines, or equipment.

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

  • 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.

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

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

  • Strip, seal, finish, and polish floors.

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

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

  • Clean and polish furniture and fixtures.

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

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

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

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

  • Service, clean, or supply restrooms.

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

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

Technologies & Software

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

Alternative Job Titles