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Let us know about a time when you made a mistake at work.

Describe a scenario where you had to make a design decision with limited or no data.

How did you learn from failing badly? When did you do this?

Let's say you're an Amazon engineer. Review scores for Amazon items are sometimes biased, as people usually only give a score if they really like it or really dislike it. How will you know if a given item's review score is biased or not?

Which aspect of {role} role at Rippling excites you the most?

What's your most memorable challenge from your past experience?

Explain the difference between L1 and L2 regularization in the context of regression analysis, and why we might choose one over the other?

Can you tell me about a project you are proud of?

Please share an experience when you took a risk.

How do you plan on aiding the sales team in positioning the product correctly to effectively address customer pain points?