Will AI replace laundry and dry-cleaning workers?

Unlikely, though parts of the work are changing. About 58m of an 8-hour shift goes to tasks touched by robots. The other 7h 3m (88%) stays with people. Separately, BLS expects about 4.3% more of these jobs by 2035 (all jobs: +3.5%).

Time card for laundry and dry-cleaning workers showing a typical 8-hour shift: 7h 3m done by people, 58m by robots.
Each mark is 5 minutes of a typical shift for laundry and dry-cleaning workers, colored by who does that task today. Estimates from O*NET tasks and Anthropic Economic Index data. How it's made

Home / Production & factory / 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.

Time card

Untick tasks you don't do, or set your own times.
MineTask, by time spentHumanWith AIAIRobot
Sort and count articles removed from dryers, and fold, wrap, or hang them.1h 19m a shift · Robots only in factory cells
Load articles into washers or dry-cleaning machines, or direct other workers to perform loading.50m a shift · Robots only in factory cells
Remove items from washers or dry-cleaning machines, or direct other workers to do so.43m a shift · Robots only in factory cells
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.36m a shift · Robots deployed · e.g. Kannegiesser SmartLaundry with PowerTrans batch washer and Process Control
Examine and sort into lots articles to be cleaned, according to color, fabric, dirt content, and cleaning technique required.36m a shift · Robots only in factory cells
Receive and mark articles for laundry or dry cleaning with identifying code numbers or names, using hand or machine markers.36m a shift · No AI or robot evidence found
Operate extractors and driers, or direct their operation.29m a shift · Robots only in factory cells
Iron or press articles, fabrics, and furs, using hand irons or pressing machines.29m a shift · Robots only in factory cells
Inspect soiled articles to determine sources of stains, to locate color imperfections, and to identify items requiring special treatment.22m a shift · No AI or robot evidence found
Clean machine filters, and lubricate equipment.14m a shift · Robots only in factory cells
Determine spotting procedures and proper solvents, based on fabric and stain types.14m a shift · No AI or robot evidence found
Pre-soak, sterilize, scrub, spot-clean, and dry contaminated or stained articles, using neutralizer solutions and portable machines.14m a shift · No AI or robot evidence found
Mix and add detergents, dyes, bleaches, starches, and other solutions and chemicals to clean, color, dry, or stiffen articles.14m a shift · Robots deployed · e.g. Softrol Catalyst / C-series and T-series laundry chemical injection systems
Sprinkle chemical solvents over stains, and pat areas with brushes or sponges to remove stains.14m a shift · No AI or robot evidence found
Apply bleaching powders to spots and spray them with steam to remove stains from fabrics that do not respond to other cleaning solvents.7m a shift · No AI or robot evidence found
Spray steam, water, or air over spots to flush out chemicals, dry material, raise naps, or brighten colors.7m a shift · No AI or robot evidence found
Mix bleaching agents with hot water in vats, and soak material until it is bleached.7m a shift · Robots deployed · e.g. Kannegiesser SmartLaundry / PowerTrans batch washer with monorail bag storage
Operate machines that comb, dry and polish furs, clean, sterilize and fluff feathers and blankets, or roll and package towels.7m a shift · Robots only in factory cells
Hang curtains, drapes, blankets, pants, and other garments on stretch frames to dry.7m a shift · No AI or robot evidence found
Identify articles' fabrics and original dyes by sight and touch, or by testing samples with fire or chemical reagents.7m a shift · Robots only in factory cells
Spread soiled articles on work tables, and position stained portions over vacuum heads or on marble slabs.7m a shift · Robots only in factory cells
Match sample colors, applying knowledge of bleaching agent and dye properties, and types, construction, conditions, and colors of articles.time not estimated · Robots only in factory cells
Immerse articles in bleaching baths to strip colors.time not estimated · Robots only in factory cells

On the floor

  1. PilotTumble
    Tumble tests a folding robot in its San Francisco laundry

    Laundry service Tumble installed Weave Robotics' Isaac robot in its North Beach laundry room, where it folded about 15% of one customer order. The founder said there is no timeline but hopes to reach 50%.

    The San Francisco Standard

Ask the clock

Will AI replace laundry and dry-cleaning workers?

Unlikely, though parts of the work are changing. About 58m of an 8-hour shift goes to tasks touched by robots. The other 7h 3m (88%) stays with people. Separately, BLS expects about 4.3% more of these jobs by 2035 (all jobs: +3.5%).

What can AI already do for laundry and dry-cleaning workers?

None of this job's tasks show regular AI use yet. That can mean the work is hands-on or in person, or simply that it rarely comes up in AI usage data.

Where do robots fit in?

For some tasks, yes. Robots have done 3 of this job's tasks in workplaces like this one, about 58m of a typical shift. 12 more tasks have only been done in factory setups built around the machine, so they stay with people here. For 8 physical tasks, no robot has shown it can do the work yet.

  • 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. (36m a shift; e.g. Kannegiesser SmartLaundry with PowerTrans batch washer and Process Control, in use)
  • Mix and add detergents, dyes, bleaches, starches, and other solutions and chemicals to clean, color, dry, or stiffen articles. (14m a shift; e.g. Softrol Catalyst / C-series and T-series laundry chemical injection systems, in use)
  • Mix bleaching agents with hot water in vats, and soak material until it is bleached. (7m a shift; e.g. Kannegiesser SmartLaundry / PowerTrans batch washer with monorail bag storage, in use)
What still needs a person?

7h 3m of a typical shift, or 88%, goes to tasks with no AI or robot evidence yet. No AI usage or robot deployment has shown up for these so far. The biggest:

  • Sort and count articles removed from dryers, and fold, wrap, or hang them. (1h 19m a shift)
  • Load articles into washers or dry-cleaning machines, or direct other workers to perform loading. (50m a shift)
  • Remove items from washers or dry-cleaning machines, or direct other workers to do so. (43m a shift)
  • Examine and sort into lots articles to be cleaned, according to color, fabric, dirt content, and cleaning technique required. (36m a shift)
  • Receive and mark articles for laundry or dry cleaning with identifying code numbers or names, using hand or machine markers. (36m a shift)
Why is that work hard to automate?

Much of it comes down to where and how the work happens. In-person, hands-on and high-stakes work is where AI and robots have made the least headway so far. In the official O*NET survey of people in this job:

  • 91% spend more than half the day on their feet
  • 82% carry high or very high responsibility for other workers' safety
  • 75% use their hands on tools, objects or controls more than half the time
What are companies actually doing?

We track 1 sourced company move that affects this job. Most recent:

  • Oct 12, 2025: Tumble tests a folding robot in its San Francisco laundry (Pilot)
Are employers still hiring laundry and dry-cleaning workers?

On Indeed, job postings in the Production & Manufacturing sector are at 124% of their February 2020 level (all U.S. postings: 104%), up 12.6% from a year earlier, as of Oct 9, 2026. BLS separately expects about 28,000 openings a year in this job through 2035. Across all U.S. postings, 7.3% now mention AI skills. Sector postings cover more than this one job and move for many reasons besides AI.

How much do laundry and dry-cleaning workers make?

The median pay is about $34,890 a year ($16.78 an hour), 32% below the median for all U.S. jobs ($50,980). Most people in this job earn between $27,440 and $43,190 a year; that range covers the middle 80%. Pay figures are from BLS, May 2025, and vary a lot by state and employer. Pick a state to compare:

Is this job growing or shrinking?

BLS projects growth of 4.3% from 2025 to 2035, compared with 3.5% growth for all jobs. That's about 214,000 jobs in 2035. It expects about 28,000 openings a year, mostly from people retiring or changing careers. These projections don't single out AI as a cause.

How many laundry and dry-cleaning workers are there in the U.S.?

About 198,000 people in the U.S., roughly 0.13% of all workers (BLS, May 2025). That makes it the 173rd largest of the 796 jobs on this site. BLS expects about 214,000 in 2035.

What training do laundry and dry-cleaning workers need?

The most common requirement is less than a high school diploma: about 65% of people in the job said so in the official O*NET survey. O*NET rates the job at level 1 of 5 for preparation, which usually means: little or no preparation. Requirements vary by state and employer, especially for licensed work.

What should I learn to stay ahead of AI?

These come from the job's official skill ratings and from the tasks that AI and robots touch least today. Building them keeps you strong in the parts of the work that still need a person:

  • Skills that matter more here than in most jobs: Monitoring, Active Listening
  • Get strong at the parts of the job that stay with people (listed above), which take 7h 3m of a typical shift
  • Tools employers list: Microsoft Excel, Microsoft Office software, Microsoft Windows, Microsoft Word
What other jobs could laundry and dry-cleaning workers move into?

These use similar skills. Matches come from 109 official ratings of skills, knowledge and work activities, and each needs the same or less preparation unless the official list relates the jobs directly:

  • Dishwashers (3h 56m touched, $35k median pay)
  • Sewing Machine Operators (19m touched, $37k median pay)
  • Pressers, Textile, Garment, and Related Materials (40m touched, $35k median pay)
  • Hand Cutters and Trimmers (37m touched, $38k median pay)
  • Cleaners of Vehicles and Equipment (1h 11m touched, $36k median pay)
How solid are these numbers?

Each task carries its own evidence label. For this job: 3 with robots in real deployments, 20 with no AI or robot evidence found. The minutes per task are estimates, not measured hours, and "no evidence" doesn't prove a task is safe.

Tools in demand

  • Microsoft Excel
  • Microsoft Office software
  • Microsoft Windows
  • Microsoft Word

Also called

Assorter, Bag Hanger, Bag Washer, Benzene Washer, Benzene Worker, Blanket Washer, Box Storage Worker, Bundle Breaker, Buttoner, Carpet Cleaner, Carpet Renovator, Classifier, Cleaner, Cleaner and Dyer