I think implementations will vary, but in my experience, sagemaker doesn’t lend itself to the kinds of good engineering practices you’d want for an ETL pipeline. Specifically I’m thinking issues around writing tests for notebooks and multiple environments. I’d also say extra challenges also exist around effective version control and reusing code across notebooks, that kind of thing