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Quality Control Analysts vs Validation Engineers

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

A factual, source-backed comparison of Quality Control Analysts 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.”

Quality Control Analysts Validation Engineers
Median pay · BLS OEWS
$60,130
$101,140
Employment · BLS OEWS
71,400
350,230
AI exposure (percentile) · task overlap, not automation
56th pct
81st pct

At a glance

Dimension Quality Control Analysts Validation Engineers
Median pay $60,130 $101,140
Employment 71,400 350,230
Employment outlook (2024–34) · BLS projection About average (+3.5%) Growing fast (+11.0%)
Annual openings · BLS projection 10,600 25,200
Typical education · O*NET Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree. Most of these occupations require a four-year bachelor's degree, but some do not.
AI exposure · published exposure studies Moderate · 56th pct High · 81st pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 47th pct · 26% of tasks 68th pct · 37% of tasks
Observed AI use · Anthropic Economic Index Automation-leaning (19.2%) —
Mostly remote-capable · Dingel–Neiman No 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: Mathematics, Production and Processing, Written Comprehension, Near Vision, Oral Comprehension, Written Expression, Reading Comprehension, Monitoring, Oral Expression, English Language, Problem Sensitivity, Deductive Reasoning, Active Listening, Complex Problem Solving, Inductive Reasoning, Computers and Electronics, Writing, Critical Thinking, Operations Monitoring, Speaking, Active Learning, Information Ordering, Mathematical Reasoning, Speech Recognition, Speech Clarity, Mathematics, Social Perceptiveness, Judgment and Decision Making, Systems Analysis, Systems Evaluation, Category Flexibility.

Specific to Quality Control Analysts

  • Quality Control Analysis
  • Chemistry
  • Administrative
  • Far Vision
  • Flexibility of Closure
  • Perceptual Speed
  • Selective Attention
  • Troubleshooting

Specific to Validation Engineers

  • Engineering and Technology
  • Science
  • Customer and Personal Service
  • Design
  • Mechanical
  • Education and Training
  • Administration and Management
  • Fluency of Ideas

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 , Presentation software , Content workflow software , Development environment software , Enterprise application integration software , Web platform development software , Data base user interface and query software , Operating system software , Program testing software .

Specific to Quality Control Analysts

Specific to Validation Engineers

Full profiles

This page is a summary. See the complete source-backed profile for Quality Control Analysts 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. "Quality Control Analysts 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/quality-control-analysts-vs-validation-engineers

APA

Singulariki. (2026). Quality Control Analysts vs Validation Engineers. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/quality-control-analysts-vs-validation-engineers

BibTeX 
@misc{singulariki-quality-control-analysts-vs-validation-engineers,
  title  = {Quality Control Analysts 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/quality-control-analysts-vs-validation-engineers}
}

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