Medium AI Risk Declining

Textile bleaching and dyeing machine operators and tenders

SOC Code: 51-6061

Textile bleaching and dyeing machine operators and tenders carries a 28% AI exposure score (Medium automation risk), with a median annual wage of $37,320 and -10.1% projected employment growth from 2024 to 2034 (BLS), affecting approximately 6,200 workers. Full task breakdown, skills, and employer data are below.

AI Exposure Score
28% Medium

Proportion of tasks susceptible to AI automation (O*NET analysis)

Projected Growth
-10.1%
2024–2034 (BLS)
-600 jobs
Median Annual Wage
$37,320
BLS May 2024
How wage figures are sourced →

AI Exposure vs Industry Growth

Workforce demand by occupation Sanctioned bespoke signature viz (@signature-viz, KIZ-799) showing occupation-level workforce demand from BLS OEWS data. Pure SVG, no external dependencies.Projected Growth 2024-2034 (BLS)Technology+12.8%Healthcare+10.2%Professional+7.8%Education+5.8%Construction+4.5%Finance+4.6%Logistics+3.2%Government+1.2%Manufacturing-2.1%Retail-3.4%
National AI Exposure
40%
Average across all occupations
Avg Wage Growth
+3.2%
Median annual wage change
High-Risk Roles
127
Occupations with >70% AI exposure

Total occupations tracked

832

Covering all SOC major groups

Data currency

2024

BLS Employment Projections

AI exposure avg

40%

Fleet-wide median across all roles

Methodology confidence 92.0%
Industry standard

Composite score weighing O*NET task data completeness, BLS projection methodology, and cross-validation with employer risk grades.

Employment Projections

6,200
Employment 2024
5,500
Projected 2034
-10.1%
Change (%)
-600
Change (jobs)

Occupation Insight

Textile bleaching and dyeing machine operators and tenders (SOC 51-6061) carries an AI exposure score of 28%, placing it in the Medium automation-risk tier. This score is computed from O*NET Database 30.0 task-level analysis, where each task an occupation performs is evaluated against current generative AI, robotic process automation, and machine-learning capabilities. A score below 40% reflects tasks anchored in physical dexterity, unstructured environments, or high-touch human interaction that current AI cannot reliably replicate.

The economic context matters alongside the risk score. BLS counted approximately 6,200 workers in this occupation in 2024, and projects a -10.1% change through 2034 — a decline that often compounds with high AI exposure to create displacement headwinds. Median annual compensation stands at $37,320, reflecting both skill scarcity and the value employers place on the tasks that remain difficult to automate. Entry typically requires High school diploma or equivalent, plus None of related experience.

For career planners, this profile should be read alongside the task, skill, and knowledge breakdowns below and the list of employers whose workforce composition includes Textile bleaching and dyeing machine operators and tenders. Adjacent occupations shown further down offer lateral moves that preserve industry knowledge while potentially reducing exposure. Pair the AI exposure score with the BLS employment projection and wage percentiles above for a complete career assessment.

Education & Entry Requirements

Typical Education
High school diploma or equivalent
Work Experience
None
On-the-Job Training
Short-term on-the-job training

Top Tasks (O*NET)

  1. 1. Weigh ingredients, such as dye, to be mixed together for use in textile processing.
  2. 2. Start and control machines and equipment to wash, bleach, dye, or otherwise process and finish fabric, yarn, thread, or other textile goods.
  3. 3. Observe display screens, control panels, equipment, and cloth entering or exiting processes to determine if equipment is operating correctly.
  4. 4. Notify supervisors or mechanics of equipment malfunctions.
  5. 5. Monitor factors such as temperatures and dye flow rates to ensure that they are within specified ranges.
  6. 6. Sew ends of cloth together, by hand or using machines, to form endless lengths of cloth to facilitate processing.
  7. 7. Add dyes, water, detergents, or chemicals to tanks to dilute or strengthen solutions, according to established formulas and solution test results.
  8. 8. Ravel seams that connect cloth ends when processing is completed.
  9. 9. Remove dyed articles from tanks and machines for drying and further processing.
  10. 10. Examine and feel products to identify defects and variations from coloring and other processing standards.

Key Skills Required

  • Operations Monitoring
  • Operation and Control
  • Active Listening
  • Monitoring
  • Time Management
  • Reading Comprehension
  • Speaking
  • Critical Thinking
  • Quality Control Analysis
  • Judgment and Decision Making

Knowledge Areas

  • Production and Processing
  • Public Safety and Security
  • Education and Training
  • Administration and Management
  • Customer and Personal Service
  • Mathematics
  • English Language
  • Mechanical
  • Computers and Electronics
  • Chemistry

Frequently Asked Questions

Will AI replace Textile bleaching and dyeing machine operators and tenders?

Textile bleaching and dyeing machine operators and tenders has an AI exposure score of 28%, indicating a medium level of automation risk. The majority of tasks in this role require human judgment, creativity, or physical presence that AI cannot easily replicate.

What is the job outlook for Textile bleaching and dyeing machine operators and tenders?

According to BLS Employment Projections 2024-2034, Textile bleaching and dyeing machine operators and tenders is projected to decline by 10.1% over the decade. Current employment stands at approximately 6,200 workers.

What skills are needed for Textile bleaching and dyeing machine operators and tenders?

Key skills for Textile bleaching and dyeing machine operators and tenders include Operations Monitoring, Operation and Control, Active Listening, and others. Typical entry-level education is High school diploma or equivalent.

How much do Textile bleaching and dyeing machine operators and tenders earn?

The median annual wage for Textile bleaching and dyeing machine operators and tenders is $37,320, according to BLS Occupational Employment and Wage Statistics (May 2024). Actual earnings vary by location, experience, industry, and employer. The BLS publishes detailed wage percentiles by region in its Occupational Employment and Wage Statistics program.

What education is required for Textile bleaching and dyeing machine operators and tenders?

The typical entry-level education for Textile bleaching and dyeing machine operators and tenders is High school diploma or equivalent. Employers generally expect None of related work experience. On-the-job training typically involves Short-term on-the-job training. Requirements can vary by employer and specialization.

Which companies employ Textile bleaching and dyeing machine operators and tenders?

Textile bleaching and dyeing machine operators and tenders roles exist across many industries and employers. Workforce composition is estimated from BLS industry-occupation employment distributions matched to SEC-registered public companies.

AI Exposure Rating

1.4
out of 5.0

Medium automation risk based on 10 analyzed tasks. Most tasks require human judgment and are resistant to automation.

Data sources: Bureau of Labor Statistics Employment Projections 2024–2034 and O*NET Database 30.0. Employment figures are rounded. Wage data from BLS Occupational Employment Statistics (OES).

Related

Data sourced from official public datasets. See our methodology for details. Retrieved and formatted by PlainWorkforce Editorial