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.
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 Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
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
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Inspired Leadership Through Emotional Intelligence
by Case Western Reserve University
Estimated Impact
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
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
32 tasks analyzed
Load articles into washers or dry-cleaning machines, or direct other workers to perform loading.
Apply bleaching powders to spots and spray them with steam to remove stains from fabrics that do not respond to other cleaning solvents.
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.
Operate extractors and driers, or direct their operation.
Sort and count articles removed from dryers, and fold, wrap, or hang them.
Remove items from washers or dry-cleaning machines, or direct other workers to do so.
Clean machine filters, and lubricate equipment.
Examine and sort into lots articles to be cleaned, according to color, fabric, dirt content, and cleaning technique required.
Spray steam, water, or air over spots to flush out chemicals, dry material, raise naps, or brighten colors.
Determine spotting procedures and proper solvents, based on fabric and stain types.
Receive and mark articles for laundry or dry cleaning with identifying code numbers or names, using hand or machine markers.
Pre-soak, sterilize, scrub, spot-clean, and dry contaminated or stained articles, using neutralizer solutions and portable machines.
Mix bleaching agents with hot water in vats, and soak material until it is bleached.
Apply chemicals to neutralize the effects of solvents.
Sprinkle chemical solvents over stains, and pat areas with brushes or sponges to remove stains.
Mix and add detergents, dyes, bleaches, starches, and other solutions and chemicals to clean, color, dry, or stiffen articles.
Match sample colors, applying knowledge of bleaching agent and dye properties, and types, construction, conditions, and colors of articles.
Inspect soiled articles to determine sources of stains, to locate color imperfections, and to identify items requiring special treatment.
Operate dry-cleaning machines to clean soiled articles.
Operate machines that comb, dry and polish furs, clean, sterilize and fluff feathers and blankets, or roll and package towels.
Iron or press articles, fabrics, and furs, using hand irons or pressing machines.
Hang curtains, drapes, blankets, pants, and other garments on stretch frames to dry.
Clean fabrics, using vacuums or air hoses.
Test fabrics in inconspicuous places to determine whether solvents will damage dyes or fabrics.
Rinse articles in water and acetic acid solutions to remove excess dye and to fix colors.
Identify articles' fabrics and original dyes by sight and touch, or by testing samples with fire or chemical reagents.
Start pumps to operate distilling systems that drain and reclaim dry cleaning solvents.
Immerse articles in bleaching baths to strip colors.
Spread soiled articles on work tables, and position stained portions over vacuum heads or on marble slabs.
Mend and sew articles, using hand stitching, adhesive patches, or sewing machines.
Dye articles to change or restore their colors, using knowledge of textile compositions and the properties and effects of bleaches and dyes.
Wash, dry-clean, or glaze delicate articles or fur garment linings by hand, using mild detergents or dry cleaning solutions.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Load articles into washers or dry-cleaning machines, or direct other workers to perform loading. | 35Estimated | 47.0% | 3% | |
| Apply bleaching powders to spots and spray them with steam to remove stains from fabrics that do not respond to other cleaning solvents. | 35Estimated | 47.0% | 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. | 50Estimated | 53.0% | 4% | |
| Operate extractors and driers, or direct their operation. | 45Estimated | 51.0% | 3% | |
| Sort and count articles removed from dryers, and fold, wrap, or hang them. | 35Estimated | 47.0% | 4% | |
| Remove items from washers or dry-cleaning machines, or direct other workers to do so. | 35Estimated | 47.0% | 4% | |
| Clean machine filters, and lubricate equipment. | 40Estimated | 49.0% | 2% | |
| Examine and sort into lots articles to be cleaned, according to color, fabric, dirt content, and cleaning technique required. | 55Estimated | 55.0% | 3% | |
| Spray steam, water, or air over spots to flush out chemicals, dry material, raise naps, or brighten colors. | 40Estimated | 49.0% | 1% | |
| Determine spotting procedures and proper solvents, based on fabric and stain types. | 87Estimated | 84.0% | 2% | |
| Receive and mark articles for laundry or dry cleaning with identifying code numbers or names, using hand or machine markers. | 82Estimated | 82.0% | 3% | |
| Pre-soak, sterilize, scrub, spot-clean, and dry contaminated or stained articles, using neutralizer solutions and portable machines. | 35Estimated | 47.0% | 1% | |
| Mix bleaching agents with hot water in vats, and soak material until it is bleached. | 40Estimated | 49.0% | 1% | |
| Apply chemicals to neutralize the effects of solvents. | 40Estimated | 49.0% | 1% | |
| Sprinkle chemical solvents over stains, and pat areas with brushes or sponges to remove stains. | 35Estimated | 47.0% | 2% | |
| Mix and add detergents, dyes, bleaches, starches, and other solutions and chemicals to clean, color, dry, or stiffen articles. | 60Estimated | 57.0% | 2% | |
| Match sample colors, applying knowledge of bleaching agent and dye properties, and types, construction, conditions, and colors of articles. | 92Estimated | 86.0% | 1% | |
| Inspect soiled articles to determine sources of stains, to locate color imperfections, and to identify items requiring special treatment. | 87Estimated | 84.0% | 2% | |
| Operate dry-cleaning machines to clean soiled articles. | 50Estimated | 53.0% | 1% | |
| Operate machines that comb, dry and polish furs, clean, sterilize and fluff feathers and blankets, or roll and package towels. | 45Estimated | 51.0% | 1% | |
| Iron or press articles, fabrics, and furs, using hand irons or pressing machines. | 45Estimated | 51.0% | 2% | |
| Hang curtains, drapes, blankets, pants, and other garments on stretch frames to dry. | 35Estimated | 47.0% | 2% | |
| Clean fabrics, using vacuums or air hoses. | 40Estimated | 49.0% | 1% | |
| Test fabrics in inconspicuous places to determine whether solvents will damage dyes or fabrics. | 40Estimated | 49.0% | 1% | |
| Rinse articles in water and acetic acid solutions to remove excess dye and to fix colors. | 40Estimated | 49.0% | 1% | |
| Identify articles' fabrics and original dyes by sight and touch, or by testing samples with fire or chemical reagents. | 67Estimated | 76.0% | 1% | |
| Start pumps to operate distilling systems that drain and reclaim dry cleaning solvents. | 50Estimated | 53.0% | 1% | |
| Immerse articles in bleaching baths to strip colors. | 40Estimated | 49.0% | 1% | |
| Spread soiled articles on work tables, and position stained portions over vacuum heads or on marble slabs. | 35Estimated | 47.0% | 1% | |
| Mend and sew articles, using hand stitching, adhesive patches, or sewing machines. | 10Estimated | 13.0% | 1% | |
| Dye articles to change or restore their colors, using knowledge of textile compositions and the properties and effects of bleaches and dyes. | 5Estimated | 11.0% | 22% | |
| Wash, dry-clean, or glaze delicate articles or fur garment linings by hand, using mild detergents or dry cleaning solutions. | 15Estimated | 39.0% | 27% |
Protective Factors
Total protective discount: 23.6%
Essential Soft Skills
Traits that are hard for AI to replicate
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
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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
overall change