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Bus Drivers, School vs Locomotive Engineers

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

A factual, source-backed comparison of Bus Drivers, School and Locomotive Engineers 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.”

Bus Drivers, School Locomotive Engineers
Median pay · BLS OEWS
$47,040
$77,400
Employment · BLS OEWS
387,920
31,990
AI exposure (percentile) · task overlap, not automation
47th pct
34th pct

At a glance

Dimension Bus Drivers, School Locomotive Engineers
Median pay $47,040 $77,400
Employment 387,920 31,990
Employment outlook (2024–34) · BLS projection About average (+0.2%) About average (+0.7%)
Annual openings · BLS projection 61,000 2,200
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 Moderate · 47th pct Moderate · 34th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk — 33rd pct · 20% of tasks
Observed AI use · Anthropic Economic Index — —
Mostly remote-capable · Dingel–Neiman — 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: Transportation, Far Vision, Public Safety and Security, Near Vision, English Language, Problem Sensitivity, Reaction Time, Depth Perception, Speech Recognition, Active Listening, Critical Thinking, Monitoring, Control Precision, Multilimb Coordination, Oral Comprehension, Spatial Orientation, Auditory Attention, Speech Clarity, Speaking, Operations Monitoring, Oral Expression, Information Ordering, Selective Attention, Time Sharing, Response Orientation, Rate Control, Reading Comprehension, Deductive Reasoning, Operation and Control, Judgment and Decision Making.

Specific to Bus Drivers, School

  • Customer and Personal Service
  • Peripheral Vision
  • Social Perceptiveness
  • Mechanical
  • Law and Government
  • Arm-Hand Steadiness
  • Visual Color Discrimination
  • Geography

Specific to Locomotive Engineers

  • Perceptual Speed
  • Flexibility of Closure
  • Inductive Reasoning
  • Manual Dexterity
  • Hearing Sensitivity
  • Education and Training
  • Written Comprehension
  • Active Learning

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

Specific to Bus Drivers, School

Specific to Locomotive Engineers

Full profiles

This page is a summary. See the complete source-backed profile for Bus Drivers, School or Locomotive Engineers — 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. "Bus Drivers, School vs Locomotive Engineers." 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/bus-drivers-school-vs-locomotive-engineers

APA

Singulariki. (2026). Bus Drivers, School vs Locomotive Engineers. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/bus-drivers-school-vs-locomotive-engineers

BibTeX 
@misc{singulariki-bus-drivers-school-vs-locomotive-engineers,
  title  = {Bus Drivers, School vs Locomotive Engineers},
  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/bus-drivers-school-vs-locomotive-engineers}
}

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