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Outdoor Power Equipment and Other Small Engine Mechanics vs Rail Car Repairers

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

A factual, source-backed comparison of Outdoor Power Equipment and Other Small Engine Mechanics and Rail Car Repairers 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.”

Outdoor Power Equipment and Other Small Engine Mechanics Rail Car Repairers
Median pay · BLS OEWS
$46,560
$65,680
Employment · BLS OEWS
34,240
18,300
AI exposure (percentile) · task overlap, not automation
7th pct
8th pct

At a glance

Dimension Outdoor Power Equipment and Other Small Engine Mechanics Rail Car Repairers
Median pay $46,560 $65,680
Employment 34,240 18,300
Employment outlook (2024–34) · BLS projection About average (+2.5%) About average (+2.8%)
Annual openings · BLS projection 3,500 1,500
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 · 7th pct Low · 8th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 26th pct · 18% of tasks 24th pct · 17% of tasks
Observed AI use · Anthropic Economic Index — —
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, Equipment Maintenance, Repairing, Finger Dexterity, Troubleshooting, Arm-Hand Steadiness, Manual Dexterity, Near Vision, Control Precision, Operations Monitoring, Visualization, Critical Thinking, Operation and Control, Problem Sensitivity, Deductive Reasoning, Information Ordering, Engineering and Technology, Transportation, Active Listening, Quality Control Analysis, Multilimb Coordination, Extent Flexibility, Inductive Reasoning, Category Flexibility, Flexibility of Closure, Selective Attention, Static Strength, Administration and Management.

Specific to Outdoor Power Equipment and Other Small Engine Mechanics

  • Customer and Personal Service
  • English Language
  • Equipment Selection
  • Education and Training
  • Oral Comprehension
  • Sales and Marketing
  • Complex Problem Solving
  • Oral Expression

Specific to Rail Car Repairers

  • Reaction Time
  • Trunk Strength
  • Production and Processing
  • Perceptual Speed
  • Design
  • Building and Construction
  • Far Vision
  • Mathematics

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 , Data base user interface and query software , Internet browser software .

Specific to Outdoor Power Equipment and Other Small Engine Mechanics

Specific to Rail Car Repairers

Full profiles

This page is a summary. See the complete source-backed profile for Outdoor Power Equipment and Other Small Engine Mechanics or Rail Car Repairers — 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. "Outdoor Power Equipment and Other Small Engine Mechanics vs Rail Car Repairers." 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; 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/outdoor-power-equipment-and-other-small-engine-mechanics-vs-rail-car-repairers

APA

Singulariki. (2026). Outdoor Power Equipment and Other Small Engine Mechanics vs Rail Car Repairers. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/outdoor-power-equipment-and-other-small-engine-mechanics-vs-rail-car-repairers

BibTeX 
@misc{singulariki-outdoor-power-equipment-and-other-small-engine-mechanics-vs-rail-car-repairers,
  title  = {Outdoor Power Equipment and Other Small Engine Mechanics vs Rail Car Repairers},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; 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/outdoor-power-equipment-and-other-small-engine-mechanics-vs-rail-car-repairers}
}

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