Which role needs the most technical and working experience?

B. data engineer

Data engineers typically require the most technical and working experience among the three roles. They focus on designing, building, and maintaining the infrastructure that allows data to be collected, stored, and accessed. This involves proficiency in programming, database management, and data architecture, which generally necessitates significant technical skills and experience in data handling and processing systems.