Transitioned from DA to DS. Overwhelmed. Need advice.

I transitioned from DA to DS because I felt I hit a ceiling with DA after 4 years. I felt I wasn’t really learning anymore and the next step was people management, which I didn’t want.

Now, I’m a DS and overwhelmed by knowledge gaps in data architecture and ML modelling. I am working with my employer on a learning plan to address these gaps, and reading books I have seen recommended in this community (thank you).

But, I would …

advice architecture data data architecture datascience knowledge management modelling next people