Almost everything was focused on metrics and A/B testing. Seems like this role is closer to a product analyst role really compared to DS. - Talking through design of an experiment (email vs push notification) - Definition of a customer spend metrics - Definition of a metric and experiment design to improve customer complaints chat - Churn metrics and calculation
General profile questions, talking through current role and CV.
One key question they asked was whether I could design and implement both single and batch inference pipelines while adhering to their MLOps framework. They wanted to see my understanding of production-ready model deployment, automation, and scalability principles.
Mostly around past experience, why you choose CLEO, have you ever used and downloaded our app, etc.
My previous job experience relevant to this position.
explain differences in boosting and bagging, some marketing specific questions, some stats and MLE questions
Can you describe your previous projects in details?
Tell us about a time you introduced a new way of working.
technical sas questions
How would you build a credit decisioning model?
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