Executive summary
Key findings
Headline signals from 159 real QA, automation, and SDET job descriptions.
Market view
Global QA demand at a glance
Select a region to compare market size, dominant tools, and hiring signals.
Regional comparison
What each market asks for
Side-by-side differentiators across the five markets in the workbook.
Skills matrix
Hard skills deep dive
Percentage of job descriptions explicitly mentioning each skill by region.
Competencies
Soft skills ranked by demand
Behavioral and communication expectations named explicitly in the job descriptions.
Visual comparison
Regional bar charts
Grouped horizontal bars for the selected skill category.
Analysis
Market patterns
Cross-cutting conclusions drawn from the workbook data.
Credibility
Methodology
Percentages represent explicit skill mentions in job-description text. No inferred or extrapolated data.
All percentages represent explicit mentions in job description text.
159 JDs read in full text from real platforms.
Multiple sources per region reduce single-platform bias.