All skills
Validation
-1%293Live openings
$155,030Median salary
151Roles demanding it
16.3%Avg. posting demand
Demand over time
Where it's in demand
Roles whose live postings ask for this skill most often.
Senior QA Engineer
$136,51270%
Principal Data Scientist
$276,31650%
Business Analyst
$130,00045%
Senior Business Analyst
$118,56040%
Lead Business Analyst
$143,40040%
Staff Machine Learning Engineer
$190,62940%
Penetration Tester
$154,67440%
Business Intelligence Analyst
$99,43140%
Data Quality Analyst
$112,50040%
Director of Data Science
$232,67440%
Pairs with
Skills that show up alongside this one, beyond chance.
No strong pairings yet.