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Software Quality Assurance Analysts and Testers vs Validation Engineers

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

A factual, source-backed comparison of Software Quality Assurance Analysts and Testers and Validation 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.”

Software Quality Assurance Analysts and Testers Validation Engineers
Median pay · BLS OEWS
$102,610
$101,140
Employment · BLS OEWS
199,800
350,230
AI exposure (percentile) · task overlap, not automation
94th pct
81st pct

At a glance

Dimension Software Quality Assurance Analysts and Testers Validation Engineers
Median pay $102,610 $101,140
Employment 199,800 350,230
Employment outlook (2024–34) · BLS projection Growing fast (+10.0%) Growing fast (+11.0%)
Annual openings · BLS projection 14,000 25,200
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 High · 81st pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk — 68th pct · 37% of tasks
Observed AI use · Anthropic Economic Index — —
Mostly remote-capable · Dingel–Neiman — 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: Computers and Electronics, Reading Comprehension, Oral Comprehension, Written Comprehension, Oral Expression, Problem Sensitivity, Deductive Reasoning, Inductive Reasoning, Active Listening, Speaking, Critical Thinking, Written Expression, English Language, Writing, Information Ordering, Monitoring, Near Vision, Complex Problem Solving, Mathematics, Engineering and Technology, Systems Evaluation, Speech Recognition, Active Learning, Judgment and Decision Making, Systems Analysis, Category Flexibility, Operations Monitoring, Design, Fluency of Ideas, Speech Clarity.

Specific to Software Quality Assurance Analysts and Testers

  • Programming
  • Quality Control Analysis
  • Operations Analysis
  • Flexibility of Closure
  • Perceptual Speed
  • Coordination
  • Time Management
  • Originality

Specific to Validation Engineers

  • Production and Processing
  • Science
  • Customer and Personal Service
  • Mechanical
  • Education and Training
  • Mathematical Reasoning
  • Administration and Management
  • Social Perceptiveness

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: Data base user interface and query software , Object or component oriented development software , File versioning software , Application server software , Web platform development software , Enterprise application integration software , Operating system software , Development environment software , Spreadsheet software , Office suite software , Program testing software , Data base management system software , Cloud-based management software , Expert system software .

Specific to Software Quality Assurance Analysts and Testers

Specific to Validation Engineers

Full profiles

This page is a summary. See the complete source-backed profile for Software Quality Assurance Analysts and Testers or Validation 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. "Software Quality Assurance Analysts and Testers vs Validation 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/software-quality-assurance-analysts-and-testers-vs-validation-engineers

APA

Singulariki. (2026). Software Quality Assurance Analysts and Testers vs Validation Engineers. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/software-quality-assurance-analysts-and-testers-vs-validation-engineers

BibTeX 
@misc{singulariki-software-quality-assurance-analysts-and-testers-vs-validation-engineers,
  title  = {Software Quality Assurance Analysts and Testers vs Validation 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/software-quality-assurance-analysts-and-testers-vs-validation-engineers}
}

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