This is spot on. As someone who has been looking for a data analyst role, I’ve actually read quite a few DS reqs that were geared more towards infrastructure and ETL. Then the flip side with the DE reqs wanting NumPy and Pandas along with the infrastructure and ETL. Weird, right?