Janitors and Cleaners, Except Maids and Housekeeping Cleaners: daily tasks & AI impact
This page breaks Janitors and Cleaners, Except Maids and Housekeeping Cleaners into the top 15 daily O*NET tasks and scores each for Generative AI automation probability. Those task scores roll up to an overall vulnerability index of 10/100 (Lower automation risk). Struck-through rows are ≥80% automatable; highlighted safer rows are under 30% or primarily physical.
High-automation exposure
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Durable human work
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.
| Task | Importance | AI probability | Nature |
|---|---|---|---|
| Service, clean, or supply restrooms. Core | 4.24 | — | — |
| Gather and empty trash. Core | 4.23 | — | — |
| Clean building floors by sweeping, mopping, scrubbing, or vacuuming. Core | 4.21 | — | — |
| 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. Core | 4.2 | — | — |
| Notify managers concerning the need for major repairs or additions to building operating systems. Core | 4.2 | — | — |
| Follow procedures for the use of chemical cleaners and power equipment to prevent damage to floors and fixtures. Core | 4.15 | — | — |
| Mix water and detergents or acids in containers to prepare cleaning solutions, according to specifications. Core | 3.99 | — | — |
| Clean windows, glass partitions, or mirrors, using soapy water or other cleaners, sponges, or squeegees. Core | 3.8 | — | — |
| Requisition supplies or equipment needed for cleaning and maintenance duties. Core | 3.74 | — | — |
| Dust furniture, walls, machines, or equipment. Core | 3.74 | — | — |
| Strip, seal, finish, and polish floors. Supplemental | 3.72 | — | — |
| Remove snow from sidewalks, driveways, or parking areas, using snowplows, snow blowers, or snow shovels, or spread snow-melting chemicals. Supplemental | 3.53 | — | — |
| Make adjustments or minor repairs to heating, cooling, ventilating, plumbing, or electrical systems. Supplemental | 3.49 | — | — |
| Clean and polish furniture and fixtures. Core | 3.46 | — | — |
| Move heavy furniture, equipment, or supplies, either manually or with hand trucks. Core | 3.42 | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Janitors and Cleaners, Except Maids and Housekeeping Cleaners tasks are most exposed to AI?
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Which Janitors and Cleaners, Except Maids and Housekeeping Cleaners tasks are safest from Generative AI?
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
How should I read the Janitors and Cleaners, Except Maids and Housekeeping Cleaners task table?
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.