Data Scientist absolutely will do data engineering as part of their job. But Data Engineers will able to make sure that data collection and data cleansing runs

Data Scientist absolutely will do data engineering as part of their job. But Data Engineers will able to make sure that data collection and data cleansing runs optimally and successfully every day. And that's a real skill when you have upstream schemas changing, fluctuations in data volume, instabilities in systems etc.