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Can you think of any creative ways to incentivize drivers to go to the areas where customer demand is highest?

Can you walk us through designing and building a restaurant recommendation system for a social feed? Which techniques or algorithms would be used for making recommendations to users? Provide a hypothetical scenario of a recommendation process, and explain how the algorithm would manage it.

What does the journey of a machine learning model look like from initial training to final deployment?

What distinguishes the truncated versions of Logistic Regression and SVM?

How would you describe yourself and why do you think that you should be hired by Deliveroo?

Tell us how Deliveroo aligns with your future plans

How would you explain an ROC curve to a non-technical stakeholder? In what situations would you prefer bagging over boosting?

Walk me through the steps involved in building a podcast search engine that lets users find specific topics within transcripts of various shows.

How do you envision yourself in the next 5 years?

If you were given N users a 5$ coupon and the probability of usage was P, how would you calculate the expected spend for the coupon?