- Work with Data analyst and Product Managers to frame a problem, both mathematically and within the business context.
- Perform exploratory data analysis to gain a deeper understanding of the problem
Construct and fit statistical, machine learning, or optimization models.
- Write production modeling code;
-Collaborate with Software Engineers to implement algorithms in production Design and run both simulated and live traffic experiments
-Analyze experimental and observational data; communicate findings; facilitate launch decisions