Last Update: 2/17/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
They keep buildings clean and safe by sweeping, mopping floors, taking out trash, and maintaining restrooms.
This role is evolving
This career is labeled as "Evolving" because while cleaning robots are increasingly being used, they mostly help with tasks like floor scrubbing rather than replacing human workers entirely. The need for human skills, like noticing repairs or handling delicate items, remains crucial.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is evolving
This career is labeled as "Evolving" because while cleaning robots are increasingly being used, they mostly help with tasks like floor scrubbing rather than replacing human workers entirely. The need for human skills, like noticing repairs or handling delicate items, remains crucial.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
Microsoft's Working with AI
AI Applicability
Will Robots Take My Job
Automation Resilience
High Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Janitors and Cleaners
Updated Quarterly • Last Update: 2/17/2026

What's changing and what's not
Much cleaning work today still happens by hand, but new robots are starting to help, especially with floors. For example, companies are building floor-scrubbing robots that combine AI “brains” with Roomba-style bodies – one start-up charges $10–12K for a “floor bot” that can sweep, mop, and vacuum with less human oversight [1]. Consumer vacuums already map rooms and avoid obstacles, and prototypes even have extendable arms to pick up small objects [2].
Steam-cleaning carpets and windows are harder to fully automate, though some robotic window-cleaners exist. In practice, most janitorial workers still handle tricky spots, notify managers about repairs, and order supplies by themselves. (O*NET lists tasks like moving heavy furniture, mopping floors, shampooing carpets, cleaning glass, and notifying supervisors about repairs [3] [3].) So far, AI and robots usually augment this work – making tasks easier – rather than fully replacing workers.

AI in the real world
Robots are increasing in cleaning, but many factors affect how fast. On one hand, labor shortages and rising wages can make robots more attractive: companies see a strong return on investment when one robot can clean many nights [1]. On the other hand, the upfront cost is still high (tens of thousands of dollars) and rooms vary a lot, so humans are still important for careful or unpredictable jobs.
Social trust matters too – some people worry about robots doing their jobs safely or carefully. In the end, AI in cleaning is growing steadily, but it will likely be a team effort between humans and machines. People’s skills – like noticing a broken pipe or handling fragile items – remain valuable even as robots take on the heavy scrubbing and vacuuming [1] [3].
Keep learning new tech, and cleaning professionals can work alongside robots to make jobs safer and easier.

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Median Wage
$35,930
Jobs (2024)
2,447,700
Growth (2024-34)
+2.0%
Annual Openings
351,300
Education
No formal educational credential
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Requisition supplies or equipment needed for cleaning and maintenance duties.
Clean and restore building interiors damaged by fire, smoke, or water, using commercial cleaning equipment.
Notify managers concerning the need for major repairs or additions to building operating systems.
Remove snow from sidewalks, driveways, or parking areas, using snowplows, snow blowers, or snow shovels, or spread snow melting chemicals.
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.
Follow procedures for the use of chemical cleaners and power equipment to prevent damage to floors and fixtures.
Clean windows, glass partitions, or mirrors, using soapy water or other cleaners, sponges, or squeegees.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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