Bin Cleaners
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Skip to main content
Cleaning & Facilities
26 careers in Cleaning & Facilities, ranked safest first: the career with the lowest AI exposure score, meaning the smallest share of its day-to-day work AI can already do, is at the top. For 8 of them the moat, what structurally protects the job, has not been classified yet; their cards say so rather than guessing.
Cleaning & Facilities at a glance
MOAT CLASSIFIED18 of 26 total
NO MOAT0
HAS A MOAT18
MOAT NOT YET CLASSIFIED8
MEDIAN AI EXPOSURE4 /100
Building & Grounds Cleaning & Maintenance13 careers
Caretaker
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Carpet Cleaner
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Chimney Sweeper
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Commercial Cleaners
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Housekeepers and Related Occupations
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Other Pest Controllers
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Pest Management Specialist
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Private House Cleaners
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Street Cleaner
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Toilet Attendant
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Cleaning and Housekeeping Managers and Supervisors
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Cleaning and Hygiene Services Managers and Proprietors
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Production2 careers
Dry Cleaners and Laundry Workers
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Ironers and Pressers
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Transportation & Material Moving2 careers
Trolley Collector
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Vehicle Valeters and Cleaners
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Construction & Extraction1 career
Drain Cleaners
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Uncategorised8 careers
These careers have no record in our AI outlook register, so there is no O*NET occupation code to group them by. Listed here rather than guessed into a category.
Car Wash Worker
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Cleaners and Domestics
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Dishwasher
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Elementary Cleaning Occupations
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Housekeeper
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Ironing and Laundry Worker
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Launderers, Dry Cleaners and Pressers
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Pest Controller
4AI EXPOSURE TODAY4
20-YEAR SCENARIO
NOT A FORECAST49%
NOT A FORECAST49%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →