2021 Data/AI Salary Survey
O'Reilly Media - Ideas
SEPTEMBER 15, 2021
Cloud certifications, specifically in AWS and Microsoft Azure, were most strongly associated with salary increases. Our audience is particularly strong in the software (20% of respondents), computer hardware (4%), and computer security (2%) industries—over 25% of the total. Many respondents acquired certifications.
Let's personalize your content