Instacart Machine Learning interview: what to expect

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What to expect: these are interactive conversations where the interviewer will give you a scenario at Instacart that is related to ML. The goal is to come up with an end-to-end approach to implement the functionality/ You are also expected to explain the rationale behind your design, for example, the choices of models and metrics. You are welcome to use Google Draws, whiteboard, CodeSignal diagram tool (link provided by interview. Feel free to choose which every whiteboarding tool you feel most comfortable with What we look for: communication of ideas, asking clarifying questions, clarifying and making necessary assumptions, etc. Discuss topics like model management and monitoring, performance, business needs, scale, datastore, etc. Ability to look at trade-offs and articulate various definitions and approaches What to expect: these are interactive conversations where the interviewer will give you a scenario at Instacart that is related to ML. The goal is to come up with an end-to-end approach to implement the functionality/ You are also expected to explain the rationale behind your design, for example, the choices of models and metrics.

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