- Talk to me about your PhD project, describe a technical problem you had and how you solved it - You are asked to quality control the 3D size of an item, how would you do it?
Applied Scientist Interview Questions
1,167 applied scientist interview questions shared by candidates
First interview about big data and OLS
Tell me about yourself and relevant projects for this role
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.
SQL related scenario based question. Basic reporting questions. Python questions.
- 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?
To describe how to use transactional data to promote online sales
Explain Machine Learning algorithms like Kmeans clustering , Linear regression and algos specific to predictive modelling . How to choose no of clusters in K means
Case studies 1. You client is retailer store owner like DMart (offline online store) , the store's sales for softdrinks have done down 15% from last quarter. What can be possible reasons for this and steps to tackle each cause. 2. You are running amazon like platform. How will you choose your Top100 'gold' customers to whom you will give rewards like discounts and coupons etc.
Project work done in previous companies
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