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Automation Risk Analysis

Will “Patch Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #367 of 702. Estimated risk: 66.0%

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AI Exposure Risk

50%

“Patch Worker” 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%

“Patch Worker” 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

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

  • Dust furniture, walls, machines, or equipment.

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

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

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

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

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

  • Service, clean, or supply restrooms.

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

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

  • Strip, seal, finish, and polish floors.

  • Steam-clean or shampoo carpets.

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

  • 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.

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

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

  • Gather and empty trash.

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

  • Clean and polish furniture and fixtures.

Technologies & Software

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

Alternative Job Titles