Skip to content
Singulariki

Bus Drivers, School vs Railroad Conductors and Yardmasters

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

A factual, source-backed comparison of Bus Drivers, School and Railroad Conductors and Yardmasters 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 Railroad Conductors and Yardmasters
Median pay · BLS OEWS
$47,040
$74,080
Employment · BLS OEWS
387,920
42,710
AI exposure (percentile) · task overlap, not automation
47th pct
52nd pct

At a glance

Dimension Bus Drivers, School Railroad Conductors and Yardmasters
Median pay $47,040 $74,080
Employment 387,920 42,710
Employment outlook (2024–34) · BLS projection About average (+0.2%) About average (+1.1%)
Annual openings · BLS projection 61,000 3,100
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 · 52nd pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk — 25th pct · 18% 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, Speech Recognition, Active Listening, Critical Thinking, Monitoring, Control Precision, Oral Comprehension, Auditory Attention, Speech Clarity, Law and Government, Speaking, Operations Monitoring, Oral Expression, Information Ordering, Selective Attention, Reading Comprehension, Coordination, Deductive Reasoning, Operation and Control, Judgment and Decision Making.

Specific to Bus Drivers, School

  • Customer and Personal Service
  • Depth Perception
  • Multilimb Coordination
  • Peripheral Vision
  • Social Perceptiveness
  • Spatial Orientation
  • Mechanical
  • Time Sharing

Specific to Railroad Conductors and Yardmasters

  • Time Management
  • Inductive Reasoning
  • Complex Problem Solving
  • Written Comprehension
  • Written Expression
  • Category Flexibility
  • Perceptual Speed
  • Visualization

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 Railroad Conductors and Yardmasters

Full profiles

This page is a summary. See the complete source-backed profile for Bus Drivers, School or Railroad Conductors and Yardmasters — 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 Railroad Conductors and Yardmasters." 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-railroad-conductors-and-yardmasters

APA

Singulariki. (2026). Bus Drivers, School vs Railroad Conductors and Yardmasters. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/bus-drivers-school-vs-railroad-conductors-and-yardmasters

BibTeX 
@misc{singulariki-bus-drivers-school-vs-railroad-conductors-and-yardmasters,
  title  = {Bus Drivers, School vs Railroad Conductors and Yardmasters},
  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-railroad-conductors-and-yardmasters}
}

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