Geographic Distribution by Region
North America leads at 37%, with Europe (25%) and Asia (24%) close behind. Africa (7%), South America (4%), and Middle East (2%) round out the global distribution.
Job Roles of Survey Respondents
Data Engineers (29%) and Data Scientists (19%) lead. Data/Product Analysts (17%), ML Engineers (14%), and Software Engineers (13%) follow. Diverse mix of data and AI roles.
Career Level Distribution
Senior-level (41%) and entry-level (35%) dominate. Lead/Head roles (10%) and mid-level (3%) follow; Directors (2%), Students (3%), Freelancers (2%), and Executives (1%) are smaller groups.
Organization Size
Large enterprises (1000+, 30%) lead; 201-500 employees (18%) and freelancers (15%) are next. Smaller companies (51-200, 11-50, 1-10) and academic (2%) round it out.
Industry Sector Distribution
Technology/Software (41%) dominates. Finance (9%), Education/Research (9%), Healthcare (8%), and Retail/E-commerce (8%) follow. Manufacturing (5%), Telecom (5%), and Government (4%) are next.
AI/ML Adoption Stage in Organizations
30% have some production use cases; 29% have multiple production use cases. 22% are just exploring and 16% are mostly proofs of concept. 6% say AI/ML is core; 2% don't use AI/ML.