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Biologists vs Bioinformatics Scientists

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

A factual, source-backed comparison of Biologists and Bioinformatics Scientists 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.”

Biologists Bioinformatics Scientists
Median pay · BLS OEWS
$93,330
$93,330
Employment · BLS OEWS
59,710
59,710
AI exposure (percentile) · task overlap, not automation
77th pct
77th pct

At a glance

Dimension Biologists Bioinformatics Scientists
Median pay $93,330 $93,330
Employment 59,710 59,710
Employment outlook (2024–34) · BLS projection About average (+1.2%) About average (+1.2%)
Annual openings · BLS projection 4,800 4,800
Typical education · O*NET Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree). Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree).
AI exposure · published exposure studies High · 77th pct High · 77th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 77th pct · 40% of tasks 77th pct · 40% of tasks
Observed AI use · Anthropic Economic Index — Automation-leaning (48.5%)
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: Biology, Science, Education and Training, Reading Comprehension, Writing, Oral Comprehension, Written Comprehension, Written Expression, Inductive Reasoning, English Language, Active Listening, Speaking, Critical Thinking, Oral Expression, Information Ordering, Category Flexibility, Near Vision, Mathematics, Active Learning, Problem Sensitivity, Deductive Reasoning, Mathematical Reasoning, Speech Clarity, Complex Problem Solving, Judgment and Decision Making, Speech Recognition, Fluency of Ideas, Mathematics, Chemistry, Flexibility of Closure, Originality, Number Facility, Monitoring, Social Perceptiveness.

Specific to Biologists

  • Administration and Management
  • Administrative
  • Engineering and Technology
  • Learning Strategies
  • Far Vision
  • Communications and Media

Specific to Bioinformatics Scientists

  • Computers and Electronics
  • Time Management
  • Selective Attention
  • Systems Analysis
  • Systems Evaluation
  • Memorization

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 , Object or component oriented development software , Analytical or scientific software , Operating system software , Data base user interface and query software , Presentation software , Development environment software .

Specific to Biologists

Specific to Bioinformatics Scientists

Full profiles

This page is a summary. See the complete source-backed profile for Biologists or Bioinformatics Scientists — 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. "Biologists vs Bioinformatics Scientists." 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/biologists-vs-bioinformatics-scientists

APA

Singulariki. (2026). Biologists vs Bioinformatics Scientists. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/biologists-vs-bioinformatics-scientists

BibTeX 
@misc{singulariki-biologists-vs-bioinformatics-scientists,
  title  = {Biologists vs Bioinformatics Scientists},
  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/biologists-vs-bioinformatics-scientists}
}

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