Evolving

Last Update: 2/17/2026

Your role’s AI Resilience Score is

62.3%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Low-medium

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

Janitors and Cleaners, Except Maids and Housekeeping Cleaners

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.

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Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
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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 analysis

Contributing 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

Learn about this score
Stable iconStable

78.1%

78.1%

Microsoft's Working with AI

AI Applicability

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Evolving iconEvolving

67.9%

67.9%

Will Robots Take My Job

Automation Resilience

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Changing fast iconChanging fast

26.9%

26.9%

High Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

2.0%

Growth Percentile:

40.4%

Annual Openings:

351,300

Annual Openings Pct:

96.8%

Analysis of Current AI Resilience

Janitors and Cleaners

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

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.

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AI Adoption

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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More Career Info

Career: Janitors and Cleaners, Except Maids and Housekeeping Cleaners

Employment & Wage Data

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

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

80% ResilienceCore Task

Requisition supplies or equipment needed for cleaning and maintenance duties.

2

80% ResilienceSupplemental

Clean and restore building interiors damaged by fire, smoke, or water, using commercial cleaning equipment.

3

75% ResilienceCore Task

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

4

75% ResilienceSupplemental

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

5

75% ResilienceSupplemental

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.

6

70% ResilienceCore Task

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

7

70% ResilienceCore Task

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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