AI JOB RISK SCANNER
O*NET-SOC 51-6061.00 / model V11 rated-task engine

Will AI replace
Textile Bleaching and Dyeing Machine Operators and Tenders?

Operate or tend machines to bleach, shrink, wash, dye, or finish textiles or synthetic or glass fibers.

Estimated AI task exposure
76%

High exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

23 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

76/100

Physical moat

35/100

Human moat

10/100

Rating coverage

100%

23 task statements / 23 rated

Highest-weighted occupation tasks

Start and control machines and equipment to wash, bleach, dye, or otherwise process and finish fabric, yarn, thread, or other textile goods.
Importance 90/100Relevance 92/100Frequency 82/100Weight 0.89
Adjust equipment controls to maintain specified heat, tension, and speed.
Importance 86/100Relevance 95/100Frequency 77/100Weight 0.87
Notify supervisors or mechanics of equipment malfunctions.
Importance 88/100Relevance 94/100Frequency 60/100Weight 0.84
Monitor factors such as temperatures and dye flow rates to ensure that they are within specified ranges.
Importance 88/100Relevance 82/100Frequency 77/100Weight 0.83
Add dyes, water, detergents, or chemicals to tanks to dilute or strengthen solutions, according to established formulas and solution test results.
Importance 88/100Relevance 75/100Frequency 83/100Weight 0.82
Examine and feel products to identify defects and variations from coloring and other processing standards.
Importance 86/100Relevance 77/100Frequency 79/100Weight 0.81
Observe display screens, control panels, equipment, and cloth entering or exiting processes to determine if equipment is operating correctly.
Importance 89/100Relevance 72/100Frequency 79/100Weight 0.80
Weigh ingredients, such as dye, to be mixed together for use in textile processing.
Importance 91/100Relevance 69/100Frequency 76/100Weight 0.79
Confer with coworkers to get information about order details, processing plans, or problems that occur.
Importance 76/100Relevance 84/100Frequency 71/100Weight 0.78
Soak specified textile products for designated times.
Importance 85/100Relevance 68/100Frequency 79/100Weight 0.77

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

$38,180

BLS OEWS May 2025

National employment

5,310

BLS OEWS May 2025

Projected growth

-12.5%

BLS Employment Projections 2025–2035

Average annual openings

1

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE

Helpers--Extraction Workers

5%

71 points lower exposure • 61% profile similarity

Median wage: $47,730 Growth 2025–2035: +1.7% Annual openings: 1

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Mobile Heavy Equipment Mechanics, Except Engines

5%

71 points lower exposure • 62% profile similarity

Median wage: $65,510 Growth 2025–2035: +6.7% Annual openings: 15

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Electrical and Electronics Installers and Repairers, Transportation Equipment

5%

71 points lower exposure • 63% profile similarity

Median wage: $84,890 Growth 2025–2035: +5.4% Annual openings: 0

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Motorboat Mechanics and Service Technicians

5%

71 points lower exposure • 63% profile similarity

Median wage: $57,550 Growth 2025–2035: +4.9% Annual openings: 3

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Electric Motor, Power Tool, and Related Repairers

5%

71 points lower exposure • 60% profile similarity

Median wage: $56,210 Growth 2025–2035: +4.4% Annual openings: 1

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Tank Car, Truck, and Ship Loaders

6%

70 points lower exposure • 63% profile similarity

Median wage: $58,870 Growth 2025–2035: +2.8% Annual openings: 1

more physical-world work, less digital task exposure

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

  • routine information gathering
  • first-pass document drafting
  • standard reporting and summarization
  • repeatable administrative workflows

AUGMENT

  • research and analysis
  • quality checking AI-generated work
  • decision preparation
  • scenario generation

PROTECT

  • domain expertise
  • exception handling
  • accountability for outcomes

LEARN

  • AI-assisted research
  • workflow automation
  • data literacy
  • prompt and workflow design
  • AI output verification

AI-PROOFING RESOURCES

What this score does not mean

The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.

New in V11

Find a Safer Career Path

High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.

EXPLORE CAREER ALTERNATIVES
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