There's often a push for data engineers and data scientists to adopt every pattern that software engineers use. But adopting things that are successful in one domain without understanding how it applies to another domain can lead to "cargo cult" type behavior. There are fundamental differences why working with data may require different workflows and systems, and that's OK!
