SQL related scenario based question. Basic reporting questions. Python questions.
Applied Scientist Interview Questions
1,164 applied scientist interview questions shared by candidates
The usual recruiter and managerial interviews questions about ones background. Some ML/optimization questions (not entirely related to the job description) in the deep dive, and for the coding interview, there was floodfill problem. Rather easy.
- Tell me why you're interested in this domain. - Tell me about relevant projects you've done in this domain. - What implications would a multi-modal generative AI tool have (compared to a unimodal one) and how would you go about mitigating its biases. - Case Study: A company wants to use an AI tool to summarize managers' feedback for employees. How would you "systematically" approach identifying the biases of such a tool?
ML: 1. Data Imbalance 2. Unsupervised Learning 3. Evaluation Metric 4. Detection 5. ResNet 6. Transformer ... Coding: 1. Alien Dictionary
The interview questions are confidential
Leetcode question. ML sys design on paper
Talk about your relevant experience
1. How would you design a pipeline for a dataset comprises students, class and scores
ML basics, NLP, Leetcode, behavioral
* ML Basics, Past projects walk through, DSA
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