AITakeover Tracker
31%medium risk

Laundry and Dry-Cleaning Workers

Operate or tend washing or dry-cleaning machines to wash or dry-clean industrial or household articles, such as cloth garments, suede, leather, furs, blankets, draperies, linens, rugs, and carpets. Includes spotters and dyers of these articles.

Higher risk than 44% of occupations

AI Impact Summary

Laundry and Dry-Cleaning Workers faces moderate AI displacement risk with a score of 31/100. This occupation has higher AI displacement risk than 44% of all analyzed occupations. Of 32 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.

Mathematics10%

Mathematics 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.

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.

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.

Coordination70%

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

Instructing75%

Instructing 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.

Service Orientation82%

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

AI-Augmented Skills (7)

MonitoringCritical ThinkingJudgment and Decision MakingActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Laundry and Dry-Cleaning Workers 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

-6.5pt 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

-4.8pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.5pt 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 School65%
High School Diploma34%
Some College1%

Prior Experience Needed

Work experience required to enter this job

None32%
Up to 1 month24%
1-3 months24%
3-6 months7%
6 months - 1 year7%
1-2 years5%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month63%
1-3 months30%
3-6 months6%

How AI Impacts Each Task

32 tasks analyzed

Load articles into washers or dry-cleaning machines, or direct other workers to perform loading.

Risk: 47.0%AI: 35EstimatedTime: 3%

Apply bleaching powders to spots and spray them with steam to remove stains from fabrics that do not respond to other cleaning solvents.

Risk: 47.0%AI: 35EstimatedTime: 1%

Start washers, dry cleaners, driers, or extractors, and turn valves or levers to regulate machine processes and the volume of soap, detergent, water, bleach, starch, and other additives.

Risk: 53.0%AI: 50EstimatedTime: 4%

Operate extractors and driers, or direct their operation.

Risk: 51.0%AI: 45EstimatedTime: 3%

Sort and count articles removed from dryers, and fold, wrap, or hang them.

Risk: 47.0%AI: 35EstimatedTime: 4%

Remove items from washers or dry-cleaning machines, or direct other workers to do so.

Risk: 47.0%AI: 35EstimatedTime: 4%

Clean machine filters, and lubricate equipment.

Risk: 49.0%AI: 40EstimatedTime: 2%

Examine and sort into lots articles to be cleaned, according to color, fabric, dirt content, and cleaning technique required.

Risk: 55.0%AI: 55EstimatedTime: 3%

Spray steam, water, or air over spots to flush out chemicals, dry material, raise naps, or brighten colors.

Risk: 49.0%AI: 40EstimatedTime: 1%

Determine spotting procedures and proper solvents, based on fabric and stain types.

Risk: 84.0%AI: 87EstimatedTime: 2%

Receive and mark articles for laundry or dry cleaning with identifying code numbers or names, using hand or machine markers.

Risk: 82.0%AI: 82EstimatedTime: 3%

Pre-soak, sterilize, scrub, spot-clean, and dry contaminated or stained articles, using neutralizer solutions and portable machines.

Risk: 47.0%AI: 35EstimatedTime: 1%

Mix bleaching agents with hot water in vats, and soak material until it is bleached.

Risk: 49.0%AI: 40EstimatedTime: 1%

Apply chemicals to neutralize the effects of solvents.

Risk: 49.0%AI: 40EstimatedTime: 1%

Sprinkle chemical solvents over stains, and pat areas with brushes or sponges to remove stains.

Risk: 47.0%AI: 35EstimatedTime: 2%

Mix and add detergents, dyes, bleaches, starches, and other solutions and chemicals to clean, color, dry, or stiffen articles.

Risk: 57.0%AI: 60EstimatedTime: 2%

Match sample colors, applying knowledge of bleaching agent and dye properties, and types, construction, conditions, and colors of articles.

Risk: 86.0%AI: 92EstimatedTime: 1%

Inspect soiled articles to determine sources of stains, to locate color imperfections, and to identify items requiring special treatment.

Risk: 84.0%AI: 87EstimatedTime: 2%

Operate dry-cleaning machines to clean soiled articles.

Risk: 53.0%AI: 50EstimatedTime: 1%

Operate machines that comb, dry and polish furs, clean, sterilize and fluff feathers and blankets, or roll and package towels.

Risk: 51.0%AI: 45EstimatedTime: 1%

Iron or press articles, fabrics, and furs, using hand irons or pressing machines.

Risk: 51.0%AI: 45EstimatedTime: 2%

Hang curtains, drapes, blankets, pants, and other garments on stretch frames to dry.

Risk: 47.0%AI: 35EstimatedTime: 2%

Clean fabrics, using vacuums or air hoses.

Risk: 49.0%AI: 40EstimatedTime: 1%

Test fabrics in inconspicuous places to determine whether solvents will damage dyes or fabrics.

Risk: 49.0%AI: 40EstimatedTime: 1%

Rinse articles in water and acetic acid solutions to remove excess dye and to fix colors.

Risk: 49.0%AI: 40EstimatedTime: 1%

Identify articles' fabrics and original dyes by sight and touch, or by testing samples with fire or chemical reagents.

Risk: 76.0%AI: 67EstimatedTime: 1%

Start pumps to operate distilling systems that drain and reclaim dry cleaning solvents.

Risk: 53.0%AI: 50EstimatedTime: 1%

Immerse articles in bleaching baths to strip colors.

Risk: 49.0%AI: 40EstimatedTime: 1%

Spread soiled articles on work tables, and position stained portions over vacuum heads or on marble slabs.

Risk: 47.0%AI: 35EstimatedTime: 1%

Mend and sew articles, using hand stitching, adhesive patches, or sewing machines.

Risk: 13.0%AI: 10EstimatedTime: 1%

Dye articles to change or restore their colors, using knowledge of textile compositions and the properties and effects of bleaches and dyes.

Risk: 11.0%AI: 5EstimatedTime: 22%

Wash, dry-clean, or glaze delicate articles or fur garment linings by hand, using mild detergents or dry cleaning solutions.

Risk: 39.0%AI: 15EstimatedTime: 27%

Protective Factors

Total protective discount: 23.6%

Essential Soft Skills

Traits that are hard for AI to replicate

IndependenceAttention to DetailIntegrityDependabilityCooperationSelf ControlInitiativeConcern for OthersAdaptability/FlexibilitySocial OrientationStress ToleranceAchievement/Effort

Wage & Employment (2024)

Median Wage

$33,800

per year

Mean Wage

$33,990

per year

Employment

195K

workers

Wage Range

$26,270 - $42,370

10th - 90th pct

Wage Distribution

$26,270Median: $33,800$42,370
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

Shoe and Leather Workers and Repairers

26%
Medium Risk

Median salary: $35,950

Higher risk than 23% of other occupations

Cooks, Restaurant

32%
Medium Risk

Median salary: $36,830

Higher risk than 48% of other occupations

Costume Attendants

32%
Medium Risk

Median salary: $54,810

Higher risk than 51% of other occupations

Print Binding and Finishing Workers

37%
Medium Risk

Median salary: $39,820

Higher risk than 71% of other occupations

Food Preparation Workers

37%
Medium Risk

Median salary: $34,220

Higher risk than 71% of other occupations

Packers and Packagers, Hand

42%
Medium Risk

Median salary: $35,580

Higher risk than 86% of other occupations

Painting, Coating, and Decorating Workers

43%
Medium Risk

Median salary: $40,860

Higher risk than 86% of other occupations

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

46%
Medium Risk

Median salary: $41,460

Higher risk than 93% of other occupations

Postal Service Mail Sorters, Processors, and Processing Machine Operators

46%
Medium Risk

Median salary: $56,530

Higher risk than 94% of other occupations

Machine Feeders and Offbearers

51%
High Risk

Median salary: $39,700

Higher risk than 98% 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. Laundry and Dry-Cleaning Workers 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.

  • Mathematics

    Mathematics 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.

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.

  • Manual Dexterity

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

  • Social Perceptiveness

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

  • Coordination

    Coordination 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.

  • Active Learning

    Active Learning 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.

Score History

Risk score over 2 scoring runs

-5.8

overall change

Checking for existing plan...