Geographic Distribution by Region
Asia (32%) and Europe (30%) lead responses, followed by North America (14%) and Africa (13%). South America (10%) also has good representation.
Job Roles of Survey Respondents
Data Engineers are the biggest group, followed by Data Scientists and Data/Product Analysts. Pretty typical mix of data and AI roles.
Career Level Distribution
Mid-level folks are the biggest group, then entry-level and senior. Leadership roles (Lead, Head, Director) are a smaller slice.
Organization Size
Most people work at big companies (1000+ employees). Smaller companies and freelancers are also well represented.
Industry Sector Distribution
Tech/Software is the biggest industry, then Retail/E-commerce and Finance/Banking. Education/Research and Healthcare are also well represented.
AI/ML Adoption Stage in Organizations
AI/ML maturity varies a lot. The biggest group has multiple production use cases, but others are still exploring or have AI/ML as core to what they do.