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Tell us about why you'd be a good fit for Shopify?

Assume you have a square grid of known size and each spot in a grid as a number of some real value. If you start at the top left corner and can only go down or right, what it the maximum number you can obtain once you reach the bottom left?

How would you craft a recommendation service that reflects a user's auditory preferences, and what historical listening details would you leverage?

In what direction do you see your career growing over the next five years? How will your employment with Shopify fit into this plan?

Tell us about a time at work when you made a big mistake.

Can you describe a specific scenario where using an LRU cache would be particularly valuable?

In your next position at Shopify, what do you hope to achieve?

Would you mind sharing the formula used to calculate precision and recall?

Is there a noticeable difference in execution time between subqueries and joining tables in terms of performance?

Where do you find yourself in terms of balancing your current workload?