Data Scientist does :

1. Define the problem statement/question 
2. Define the ideal data set 
3. Determine what data you can access Obtain the data 
4. Clean the data 
5. Exploratory data analysis 
6. Statistical prediction/modeling Interpret results 
7. Challenge results 
8. Synthesize/write up results 
9. Create reproducible code 
10. Distribute results to other people