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Transportation Planners vs Logistics Analysts

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

A factual, source-backed comparison of Transportation Planners and Logistics Analysts 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.”

Transportation Planners Logistics Analysts
Median pay · BLS OEWS
$100,340
$80,880
Employment · BLS OEWS
36,970
235,640
AI exposure (percentile) · task overlap, not automation
94th pct
55th pct

At a glance

Dimension Transportation Planners Logistics Analysts
Median pay $100,340 $80,880
Employment 36,970 235,640
Employment outlook (2024–34) · BLS projection Declining (-1.7%) Growing fast (+16.7%)
Annual openings · BLS projection 3,200 26,400
Typical education · O*NET Most of these occupations require a four-year bachelor's degree, but some do not. Most of these occupations require a four-year bachelor's degree, but some do not.
AI exposure · published exposure studies High · 94th pct Moderate · 55th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 90th pct · 52% of tasks 84th pct · 46% of tasks
Observed AI use · Anthropic Economic Index Automation-leaning (47.2%) Augmentation-leaning (39.8%)
Mostly remote-capable · Dingel–Neiman Yes Yes

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, Reading Comprehension, Active Listening, Writing, Speaking, Critical Thinking, Complex Problem Solving, Oral Comprehension, Written Comprehension, Oral Expression, Written Expression, Fluency of Ideas, Deductive Reasoning, Inductive Reasoning, English Language, Judgment and Decision Making, Problem Sensitivity, Mathematics, Active Learning, Systems Evaluation, Near Vision, Speech Clarity, Originality, Information Ordering, Systems Analysis, Speech Recognition, Computers and Electronics, Administration and Management, Mathematics, Time Management, Category Flexibility, Monitoring, Mathematical Reasoning, Flexibility of Closure.

Specific to Transportation Planners

  • Visualization
  • Geography
  • Law and Government
  • Coordination
  • Engineering and Technology
  • Operations Analysis

Specific to Logistics Analysts

  • Customer and Personal Service
  • Number Facility
  • Selective Attention
  • Education and Training
  • Perceptual Speed
  • Administrative
  • Production and Processing

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: Geographic information system , Data base user interface and query software , Spreadsheet software , Office suite software , Electronic mail software , Business intelligence and data analysis software , Presentation software , Word processing software , Enterprise resource planning ERP software , Document management software , Graphics or photo imaging software , Analytical or scientific software , Project management software , Development environment software , Object or component oriented development software .

Specific to Transportation Planners

Specific to Logistics Analysts

Full profiles

This page is a summary. See the complete source-backed profile for Transportation Planners or Logistics Analysts — 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. "Transportation Planners vs Logistics Analysts." 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/transportation-planners-vs-logistics-analysts

APA

Singulariki. (2026). Transportation Planners vs Logistics Analysts. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/transportation-planners-vs-logistics-analysts

BibTeX 
@misc{singulariki-transportation-planners-vs-logistics-analysts,
  title  = {Transportation Planners vs Logistics Analysts},
  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/transportation-planners-vs-logistics-analysts}
}

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