Questions for experienced Data Scientists

Folks who are already working in Data Science roles, please take time to answer

  1. What portion of your job is Data Cleaning and EDA? Is management primarily interested in quick data analysis?
    Or, Is data predictive analysis with ML and AI required in every case?

  2. For folks who successfully switched from other disciplines to DS roles, how did you prepare for and showcase your preparation to be selected for interviews?