Which role needs the most technical and working experience?

B. data engineer

A data engineer typically requires the most technical and working experience among the three roles. This is because data engineers are responsible for building and maintaining the infrastructure and architecture that supports large-scale data processing. They need proficiency in programming, databases, and data warehousing, as well as experience with data pipeline construction, which usually demands a deeper understanding of technology and tools compared to data scientists and data analysts.