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Helpers--Installation, Maintenance, and Repair Workers vs Helpers--Production Workers

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 Helpers--Production Workers 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 Helpers--Production Workers
Median pay · BLS OEWS
$38,860
$38,220
Employment · BLS OEWS
97,540
167,490
AI exposure (percentile) · task overlap, not automation
15th pct
3rd pct

At a glance

Dimension Helpers--Installation, Maintenance, and Repair Workers Helpers--Production Workers
Median pay $38,860 $38,220
Employment 97,540 167,490
Employment outlook (2024–34) · BLS projection About average (+2.3%) Declining (-8.9%)
Annual openings · BLS projection 11,800 23,600
Typical education · O*NET Usually requires a high school diploma or GED, though some occupations may not. Usually requires a high school diploma or GED, though some occupations may not.
AI exposure · published exposure studies Low · 15th pct Low · 3rd pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 4th pct · 11% of tasks 8th pct · 12% of tasks
Observed AI use · Anthropic Economic Index — Automation-leaning (64.0%)
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, Mathematics, Finger Dexterity, Production and Processing, Active Listening, Critical Thinking, Monitoring, Operations Monitoring, Operation and Control, Oral Comprehension, Deductive Reasoning, Information Ordering, Static Strength, Trunk Strength, Extent Flexibility, Speaking, Coordination, Quality Control Analysis, Oral Expression, Problem Sensitivity, Visualization, Selective Attention, Stamina, Speech Recognition.

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

  • Building and Construction
  • Customer and Personal Service
  • Public Safety and Security
  • Engineering and Technology
  • Design
  • Computers and Electronics
  • Equipment Maintenance
  • Troubleshooting

Specific to Helpers--Production Workers

  • Perceptual Speed
  • Written Comprehension
  • Category Flexibility
  • Far Vision
  • Depth Perception
  • Inductive Reasoning
  • Reaction Time
  • 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 , Data base user interface and query software , Computer aided design CAD software .

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

Specific to Helpers--Production Workers

Full profiles

This page is a summary. See the complete source-backed profile for Helpers--Installation, Maintenance, and Repair Workers or Helpers--Production Workers — 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 Helpers--Production Workers." 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-helpers-production-workers

APA

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

BibTeX 
@misc{singulariki-helpers-installation-maintenance-and-repair-workers-vs-helpers-production-workers,
  title  = {Helpers--Installation, Maintenance, and Repair Workers vs Helpers--Production Workers},
  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-helpers-production-workers}
}

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