SmartNews Interview Questions
SmartNews Interview Guides
SmartNews Interview Questions
Practice for the SmartNews interview with these recently asked interview questions.
| Question | Topic | Difficulty |
|---|---|---|
Machine Learning | Medium | |
You’re developing a churn prediction model for Netflix. One model achieves very strong performance on historical training data but performs poorly when evaluated on new users. A simpler baseline model shows more stable performance across datasets, but fails to capture many important churn patterns. How would you investigate this? What is the probable cause? Determine what changes, if any, are needed to improve the model. | ||
ML Ops | Medium | |
ML Ops | Medium | |
SQL | Easy | |
Machine Learning | Medium | |
Statistics | Medium | |
SQL | Hard | |
Machine Learning | Medium | |
Python | Easy | |
Deep Learning | Hard | |
SQL | Medium | |
Statistics | Easy | |
Machine Learning | Hard |
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SmartNews Salaries by Position
Most data science positions fall under different position titles depending on the actual role.
From the graph we can see that on average the Software Engineer role pays the most with a $242,000 base salary while the Business Analyst role on average pays the least with a $155,000 base salary.
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