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Helpers--Installation, Maintenance, and Repair Workers vs Industrial Machinery Mechanics

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

A factual, source-backed comparison of Helpers--Installation, Maintenance, and Repair Workers and Industrial Machinery Mechanics 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.”

Helpers--Installation, Maintenance, and Repair Workers Industrial Machinery Mechanics
Median pay · BLS OEWS
$38,860
$63,760
Employment · BLS OEWS
97,540
421,940
AI exposure (percentile) · task overlap, not automation
15th pct
31st pct

At a glance

Dimension Helpers--Installation, Maintenance, and Repair Workers Industrial Machinery Mechanics
Median pay $38,860 $63,760
Employment 97,540 421,940
Employment outlook (2024–34) · BLS projection About average (+2.3%) Growing fast (+16.1%)
Annual openings · BLS projection 11,800 45,700
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 · 15th pct Low · 31st pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 4th pct · 11% of tasks 24th pct · 17% of tasks
Observed AI use · Anthropic Economic Index — Automation-leaning (73.7%)
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, Manual Dexterity, Arm-Hand Steadiness, Control Precision, Near Vision, English Language, Multilimb Coordination, Engineering and Technology, Mathematics, Design, Finger Dexterity, Production and Processing, Active Listening, Critical Thinking, Monitoring, Operations Monitoring, Operation and Control, Equipment Maintenance, Troubleshooting, Repairing, Deductive Reasoning, Information Ordering, Static Strength, Trunk Strength, Extent Flexibility, Speaking, Coordination, Quality Control Analysis, Problem Sensitivity, Visualization, Selective Attention.

Specific to Helpers--Installation, Maintenance, and Repair Workers

  • Building and Construction
  • Customer and Personal Service
  • Public Safety and Security
  • Computers and Electronics
  • Oral Comprehension
  • Oral Expression
  • Flexibility of Closure
  • Stamina

Specific to Industrial Machinery Mechanics

  • Reaction Time
  • Hearing Sensitivity
  • Active Learning
  • Complex Problem Solving
  • Equipment Selection
  • Judgment and Decision Making
  • Written Comprehension
  • Auditory Attention

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: Spreadsheet software , Office suite software , Electronic mail software , Presentation software , Word processing software , Enterprise resource planning ERP software , Industrial control software , Data base user interface and query software , Facilities management software .

Specific to Helpers--Installation, Maintenance, and Repair Workers

Specific to Industrial Machinery Mechanics

Full profiles

This page is a summary. See the complete source-backed profile for Helpers--Installation, Maintenance, and Repair Workers or Industrial Machinery Mechanics — 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. "Helpers--Installation, Maintenance, and Repair Workers vs Industrial Machinery Mechanics." 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/helpers-installation-maintenance-and-repair-workers-vs-industrial-machinery-mechanics

APA

Singulariki. (2026). Helpers--Installation, Maintenance, and Repair Workers vs Industrial Machinery Mechanics. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/helpers-installation-maintenance-and-repair-workers-vs-industrial-machinery-mechanics

BibTeX 
@misc{singulariki-helpers-installation-maintenance-and-repair-workers-vs-industrial-machinery-mechanics,
  title  = {Helpers--Installation, Maintenance, and Repair Workers vs Industrial Machinery Mechanics},
  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/helpers-installation-maintenance-and-repair-workers-vs-industrial-machinery-mechanics}
}

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