1st round: phone interview; one week after submit resume
2nd round: take home challenge;
3rd round: onsite interview
* Present a project to show the skillsets
* Individual interview with Data Scientists, CAO, Data Architect, and HR
Interview questions [1]
Question 1
Difference between boosting and bagging?
Tree model advantages?
Metrics of evaluating classification?
Time series train, test split?
Data Scientist applicants have rated the interview process at American Tire Distributors with 3 out of 5 (where 5 is the highest level of difficulty) and assessed their interview experience as 100% positive. To compare, the company-average is 50.9% positive. This is according to Glassdoor user ratings.
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