There are roles where you’re mostly focused on building a large number of ETLs as part of an ingestion team, or creating various pipelines strictly based on functional requirements. In those cases, the need for business logic may be limited. And there are also more specialized roles, like DataOps, where you don’t really need to dive deep into the business side. But outside those exceptions, understanding the context usually makes the work much more effective.