How would you build a model the estimates the probability of closing a deal and presents it as score.
Cientifico Senior Interview Questions
3,515 cientifico senior interview questions shared by candidates
Behavioural: tell me about a time you made a mistake at work Coding: simple tasks on live coding on data manipulation System design: how would you build a data product that did X Recap the challenge: why this model and present your results
Typical questions regarding resume and experience.
Have you built a CLV system before?
All about past projects and my tech stack
1. Brief Self-Introduction in All the Rounds. 2. Recruiter: What do you know about the business? Why are you interested in the role within the business? Projects/Qualifications/Skills overview relevant to the role. 3. Hiring Manager: Projects deep dive questions relevant to the role. 4. Team: Data Structures, OOPS, Ethics and Governance, Measuring Sucess, Goals, Code structure, and Key components, Python-type questions.
Round 2: Many questions and cross questions on your approach to the case study - why would you choose this data, what else could you do. Other what-if scenarios on this. In modelling, fundamental questions of how some model works - not superficial level answers but demanded thorough answers.
Normal around resume ml stuff doesn't seem anything different
Bagging vs Boosting, overfitting dealing techniques, etc
Basic questions on ML and DL.
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