Questions were mostly around projects. Why you selected a certain model over other, how you deployed, evaluation metrics
Data Science Manager Interview Questions
331 data science manager interview questions shared by candidates
How do you deal with change requests that are not feasible
SQL joins, ranking and window functions, Improve Google, with all feature can allocate, search, review, map, and get restaurants ranking recommendations. Typical behavior questions.
SQL: Design a data model for a Yelp-like restaurant review website. Then easy SQL question w/ joins. Machine learning: Design an ML system to identify "trending" or "hot and new" restaurants
Gave a data set of midi files and candidate had to work 3 days on it to classify composers.
Data Science, Generative AI questions. Previous projects, people management.
Why would you like to work for LEGO and why this role.
Given a need to adapt an LLM for industry-specific language, how would you balance fine-tuning for accuracy with considerations for computation costs and real-time performance?
Mostly management behavioural / competency questions
Have you implemented CNN for image recognition? Describe a ML pipeline for image recognition
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