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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Last Update: 5/19/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
High
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
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.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
Maids and Housekeeping Cleaners are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.
Housekeeping is "Somewhat Resilient" because while robots and AI tools are genuinely changing how this work gets done, the most important parts of the job still require a human. Tasks like making beds, scrubbing bathrooms, and spotting a guest's lost belonging demand real dexterity, judgment, and trustworthiness that AI simply can't replicate yet.
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 somewhat resilient
Housekeeping is "Somewhat Resilient" because while robots and AI tools are genuinely changing how this work gets done, the most important parts of the job still require a human. Tasks like making beds, scrubbing bathrooms, and spotting a guest's lost belonging demand real dexterity, judgment, and trustworthiness that AI simply can't replicate yet.
Read full analysisAnalysis of Current AI Resilience
Maids and Housekeepers
Updated Quarterly • Last Update: 5/14/2026

Right now, AI is mostly helping housekeepers rather than replacing them. At a Homewood Suites in California, an autonomous service robot named TIM-E now supports daily back-of-house operations including automated linen movement, accompanying housekeeping staff as they clean rooms to create a more time- and labor-efficient workflow. The robot handles the heaviest part of the job — "Instead of a human having to move several hundred pounds throughout the day, the robot does that task," so a housekeeper cleaning 16 or 18 rooms no longer has to haul trash and linens.
The maker stresses it was "developed to seamlessly integrate into the daily operations of hospitality venues, augmenting staff rather than replacing them." Meanwhile, robotic floor scrubbers have crossed from novelty to mainstream [1], with industry leader Jon Hill writing that robotic floor cleaning is now a mainstream operational tool, accelerated by labor shortages, rising wages, and client expectations for consistency, safety, and proof of performance. AI is also showing up in back-office work like scheduling, route planning, and proposal writing [2] for cleaning companies.

Adoption is speeding up, but the human touch still matters. A January 2026 outlook notes that AI-powered robotics are expected to significantly impact hospitality operations in 2026 [3], and chronic worker shortages are a big driver — in Japan, labor shortages are the primary force pushing firms toward automation and AI adoption, with robots filling jobs people simply don't want. Cost is also dropping fast: instead of paying upwards of $50,000 for a robot plus coding and training, hotels can now subscribe for roughly $150 per day.
Still, AI can't yet make beds, scrub bathrooms, or notice a guest's lost wedding ring. Tasks involving dexterity, judgment, and trust — like protecting guest property — remain firmly human. Unions are also negotiating tech protections in new contracts, slowing full automation.
For young workers, the realistic future is a partnership with smart tools that lighten the load, not a robot takeover.

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They keep homes and buildings tidy by cleaning rooms, making beds, and taking care of laundry and other cleaning tasks.
Median Wage
$34,660
Jobs (2024)
1,356,800
Growth (2024-34)
+0.4%
Annual Openings
193,500
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
Care for children or elderly persons by overseeing their activities, providing companionship, and assisting them with dressing, bathing, eating, and other needs.
Clean rooms, hallways, lobbies, lounges, restrooms, corridors, elevators, stairways, locker rooms, and other work areas so that health standards are met.
Disinfect equipment and supplies, using germicides or steam-operated sterilizers.
Dust and polish furniture and equipment.
Hang draperies and dust window blinds.
Prepare rooms for meetings and arrange decorations, media equipment, and furniture for social or business functions.
Carry linens, towels, toilet items, and cleaning supplies, using wheeled carts.
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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The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.
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