Top Roles in Data: Data Architect: Develops data architecture, ETL, warehousing, and modeling. Data Engineer: Maintains data architectures, ETL, warehousing, and testing. Data Analyst: Collects, processes, and analyzes data; uses ML and visualization. Data Scientist: Advanced data analysis, cleansing, predictive modeling, and visualization. If this content helps, repost this ♻️ to your network and follow Dirk Zee. #ai #aiapps #artificialintelligence #technews #technology