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Automotive and Watercraft Service Attendants vs Maintenance Workers, Machinery

Side-by-side · O*NET · BLS · AI-exposure research · Anthropic Economic Index

A factual, source-backed comparison of Automotive and Watercraft Service Attendants and Maintenance Workers, Machinery on the dimensions both occupations carry. Every figure is a position within an independent published dataset — not a verdict on which job is better, safer, or more “future-proof.”

Automotive and Watercraft Service Attendants Maintenance Workers, Machinery
Median pay · BLS OEWS
$34,850
$60,500
Employment · BLS OEWS
98,270
56,540
AI exposure (percentile) · task overlap, not automation
9th pct
30th pct

At a glance

Dimension Automotive and Watercraft Service Attendants Maintenance Workers, Machinery
Median pay $34,850 $60,500
Employment 98,270 56,540
Employment outlook (2024–34) · BLS projection Declining (-1.0%) Declining (-2.8%)
Annual openings · BLS projection 14,400 4,800
Typical education · O*NET Usually requires a high school diploma or GED, though some occupations may not. Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree.
AI exposure · published exposure studies Low · 9th pct Low · 30th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 44th pct · 24% of tasks 24th pct · 17% of tasks
Observed AI use · Anthropic Economic Index Augmentation-leaning (22.3%) —
Mostly remote-capable · Dingel–Neiman No No

Pay and employment are BLS OEWS estimates; outlook and openings are BLS 2024–2034 projections; AI exposure and observed-use figures come from separate research and reflect exposure and usage, not predictions that either job will disappear. Compare like with like.

Skills

Shared: Mechanical, Administration and Management, Oral Expression, Manual Dexterity, Finger Dexterity, Control Precision, Trunk Strength, Near Vision, Active Listening, Speaking, Operation and Control, Time Management, Deductive Reasoning, Information Ordering, Arm-Hand Steadiness, Multilimb Coordination, Static Strength, Extent Flexibility, Critical Thinking, Coordination, Complex Problem Solving, Equipment Maintenance, Repairing, Judgment and Decision Making, Problem Sensitivity, Visualization, Engineering and Technology, Education and Training.

Specific to Automotive and Watercraft Service Attendants

  • Customer and Personal Service
  • Sales and Marketing
  • Oral Comprehension
  • Mathematics
  • Service Orientation
  • Stamina
  • Speech Recognition
  • Administrative

Specific to Maintenance Workers, Machinery

  • Operations Monitoring
  • Troubleshooting
  • Production and Processing
  • Quality Control Analysis
  • English Language
  • Design
  • Reading Comprehension
  • Inductive Reasoning

Knowledge, skills & abilities O*NET rates as important for each occupation. “Shared” are common to both; the columns list what is distinctive to each (top by the order O*NET surfaces).

Tools & technology

Shared: Internet browser software , Spreadsheet software , Electronic mail software .

Specific to Automotive and Watercraft Service Attendants

Specific to Maintenance Workers, Machinery

Full profiles

This page is a summary. See the complete source-backed profile for Automotive and Watercraft Service Attendants or Maintenance Workers, Machinery — tasks, the full skill graph, tools, work context, preparation, wages by percentile, industries, AI exposure and the AI work map.

More comparisons

Related occupations you can place side by side on the same sourced scale.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

Data compiled June 2, 2026. Figures are estimates, not advice.

Cite this page
Plain

Singulariki. "Automotive and Watercraft Service Attendants vs Maintenance Workers, Machinery." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026. https://singulariki.com/compare/automotive-and-watercraft-service-attendants-vs-maintenance-workers-machinery

APA

Singulariki. (2026). Automotive and Watercraft Service Attendants vs Maintenance Workers, Machinery. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/automotive-and-watercraft-service-attendants-vs-maintenance-workers-machinery

BibTeX 
@misc{singulariki-automotive-and-watercraft-service-attendants-vs-maintenance-workers-machinery,
  title  = {Automotive and Watercraft Service Attendants vs Maintenance Workers, Machinery},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026},
  url    = {https://singulariki.com/compare/automotive-and-watercraft-service-attendants-vs-maintenance-workers-machinery}
}

Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.