AITakeover Tracker
38%medium risk

Maids and Housekeeping Cleaners

Perform any combination of light cleaning duties to maintain private households or commercial establishments, such as hotels and hospitals, in a clean and orderly manner. Duties may include making beds, replenishing linens, cleaning rooms and halls, and vacuuming.

Higher risk than 76% of occupations

AI Impact Summary

Maids and Housekeeping Cleaners faces moderate AI displacement risk with a score of 38/100. This occupation has higher AI displacement risk than 76% of all analyzed occupations. Of 28 analyzed tasks, 5 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Reading Comprehension10%

Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

MonitoringCritical ThinkingJudgment and Decision MakingWritingSystems AnalysisActive LearningTechnology Design

Recommended Courses

Courses matched to Maids and Housekeeping Cleaners skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.6pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.7pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.6pt risk+$2K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School35%
High School Diploma64%
Bachelor's Degree1%

Prior Experience Needed

Work experience required to enter this job

None40%
Up to 1 month17%
1-3 months4%
6 months - 1 year14%
1-2 years22%
2-4 years3%

Training Provided After Hiring

How long it typically takes to learn on the job

None7%
Up to 1 month63%
1-3 months26%
6 months - 1 year3%
2-4 years1%

How AI Impacts Each Task

28 tasks analyzed

Carry linens, towels, toilet items, and cleaning supplies, using wheeled carts.

Risk: 47.0%AI: 35EstimatedTime: 4%

Disinfect equipment and supplies, using germicides or steam-operated sterilizers.

Risk: 49.0%AI: 40EstimatedTime: 4%

Clean rooms, hallways, lobbies, lounges, restrooms, corridors, elevators, stairways, locker rooms, and other work areas so that health standards are met.

Risk: 47.0%AI: 35EstimatedTime: 15%

Wash dishes and clean kitchens, cooking utensils, and silverware.

Risk: 47.0%AI: 35EstimatedTime: 3%

Polish silver accessories and metalwork, such as fixtures and fittings.

Risk: 45.0%AI: 30EstimatedTime: 2%

Observe precautions required to protect hotel and guest property and report damage, theft, and found articles to supervisors.

Risk: 74.0%AI: 62EstimatedTime: 3%

Empty wastebaskets, empty and clean ashtrays, and transport other trash and waste to disposal areas.

Risk: 47.0%AI: 35EstimatedTime: 5%

Replenish supplies, such as drinking glasses, linens, writing supplies, and bathroom items.

Risk: 45.0%AI: 30EstimatedTime: 5%

Sort clothing and other articles, load washing machines, and iron and fold dried items.

Risk: 45.0%AI: 30EstimatedTime: 3%

Clean rugs, carpets, upholstered furniture, and draperies, using vacuum cleaners and shampooers.

Risk: 51.0%AI: 45EstimatedTime: 5%

Dust and polish furniture and equipment.

Risk: 45.0%AI: 30EstimatedTime: 8%

Keep storage areas and carts well-stocked, clean, and tidy.

Risk: 47.0%AI: 35EstimatedTime: 4%

Request repair services and wait for repair workers to arrive.

Risk: 78.0%AI: 72EstimatedTime: 2%

Wash windows, walls, ceilings, and woodwork, waxing and polishing as necessary.

Risk: 49.0%AI: 40EstimatedTime: 4%

Sweep, scrub, wax, or polish floors, using brooms, mops, or powered scrubbing and waxing machines.

Risk: 57.0%AI: 60EstimatedTime: 5%

Sort, count, and mark clean linens and store them in linen closets.

Risk: 76.0%AI: 67EstimatedTime: 3%

Prepare rooms for meetings and arrange decorations, media equipment, and furniture for social or business functions.

Risk: 45.0%AI: 30EstimatedTime: 2%

Run errands, such as taking laundry to the cleaners and buying groceries.

Risk: 47.0%AI: 35EstimatedTime: 2%

Remove debris from driveways, garages, and swimming pool areas.

Risk: 55.0%AI: 55EstimatedTime: 2%

Move and arrange furniture and turn mattresses.

Risk: 45.0%AI: 30EstimatedTime: 2%

Purchase or order groceries and household supplies to keep kitchens stocked and record expenditures.

Risk: 86.0%AI: 92EstimatedTime: 2%

Hang draperies and dust window blinds.

Risk: 45.0%AI: 30EstimatedTime: 3%

Deliver television sets, ironing boards, baby cribs, and rollaway beds to guests' rooms.

Risk: 47.0%AI: 35EstimatedTime: 2%

Care for children or elderly persons by overseeing their activities, providing companionship, and assisting them with dressing, bathing, eating, and other needs.

Risk: 38.3%AI: 58.2ObservedTime: 2%

Plan menus and cook and serve meals and refreshments following employer's instructions or own methods.

Risk: 19.0%AI: 25EstimatedTime: 2%

Assign duties to other staff and give instructions regarding work methods and routines.

Risk: 31.0%AI: 40EstimatedTime: 2%

Replace light bulbs.

Risk: 45.0%AI: 30EstimatedTime: 2%

Answer telephones and doorbells.

Risk: 86.0%AI: 92EstimatedTime: 2%

Protective Factors

Total protective discount: 23.6%

Essential Soft Skills

Traits that are hard for AI to replicate

DependabilityStress ToleranceSelf ControlIntegrityIndependenceAttention to DetailConcern for OthersCooperationAchievement/EffortAdaptability/FlexibilitySocial OrientationInitiative

Wage & Employment (2024)

Median Wage

$34,660

per year

Mean Wage

$36,180

per year

Employment

855K

workers

Wage Range

$26,800 - $47,590

10th - 90th pct

Wage Distribution

$26,800Median: $34,660$47,590
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

See all transitions

Laundry and Dry-Cleaning Workers

31%
Medium Risk

Median salary: $33,800

Higher risk than 44% of other occupations

Pressers, Textile, Garment, and Related Materials

32%
Medium Risk

Median salary: $33,880

Higher risk than 49% of other occupations

Dining Room and Cafeteria Attendants and Bartender Helpers

34%
Medium Risk

Median salary: $32,670

Higher risk than 62% of other occupations

Food Preparation Workers

37%
Medium Risk

Median salary: $34,220

Higher risk than 71% of other occupations

Dishwashers

37%
Medium Risk

Median salary: $33,670

Higher risk than 74% of other occupations

Meat, Poultry, and Fish Cutters and Trimmers

38%
Medium Risk

Median salary: $37,700

Higher risk than 74% of other occupations

Janitors and Cleaners, Except Maids and Housekeeping Cleaners

38%
Medium Risk

Median salary: $35,930

Higher risk than 75% of other occupations

Locker Room, Coatroom, and Dressing Room Attendants

41%
Medium Risk

Median salary: $34,800

Higher risk than 83% of other occupations

Food Servers, Nonrestaurant

44%
Medium Risk

Median salary: $34,460

Higher risk than 90% of other occupations

Graders and Sorters, Agricultural Products

45%
Medium Risk

Median salary: $35,430

Higher risk than 91% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Maids and Housekeeping Cleaners professionals should diversify beyond them.

  • Information Ordering

    Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Reading Comprehension

    Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Service Orientation

    Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

  • Manual Dexterity

    Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

+1.5

overall change

Checking for existing plan...