Ho presentato la mia candidatura online. Ho sostenuto un colloquio presso Indeed
Colloquio
1. Take home assignment with 10 or so questions explaining the approach and why that approach kind of questions.
2. A VC with 2 + interviewers asking questions on data structures (merge of lists with multiple variations) + question on complexity of each variation + probability (Bayes theorem) + Experiment design
The interview seemed to me to have gone well as they keep increasing the complexity of the questions with increasing variations. It cost as I was struggling a bit with their 4th variation on data structure and probably a bit to recollect details during the experimentation design round. But it seems they have a very high standard and are looking for a full stack data scientist who is good as a software engineer, ML and statistics. Nonetheless, it was a good experience. They were quite fast with their interview results which was good as you dont have to suffer the anxious waiting periods.
Domande di colloquio [1]
Domanda 1
1
merge 2 sorted lists + explain complexity
explain complexity of sorted()
i think there was one more variation here that I dont remember
merge 2 sorted lists with and return another with no repeated items + explain complexity
2
You want to buy a puppy. the owner chooses one of the litters at random and then chooses a random puppy in the litter.
Litter1 = [brown,brown,grey,grey] , Litter2 =[brown,brown,brown,grey,grey]
1. What is the probability of getting a brown puppy?
2. If you got a brown puppy, what is the probability it came from L1?
3
Prussian horsekick data
did any corp have an unusually large amount of deaths. explain approach in detail
4.
Explain t-test
Explain pvalue
How would you test for normality
How would you compare and test non-normal distributions
Explain Mann Whitney u
Ho presentato la mia candidatura online. Ho sostenuto un colloquio presso Indeed
Colloquio
I was put through 7 interviews over the course of 4 months. I didn't even meet anyone on my team until the final interview. The communication with HR was terrible. I had a surprise live coding assessment.
Interview process was very organized, had a take home challenge that I finished and shared and had a zoom interview with 2 of their engineers. had 2 easy/medium python questions and some statistics questions
Ho presentato la mia candidatura online. Ho sostenuto un colloquio presso Indeed (Bengaluru) nel mese di ago 2024
Colloquio
Got an email from HR saying my resume was shortlisted, followed by a 1 on 1 screening round. Did not find my experiencerince relavant. No other feedback was given.
Discussion about my projects and past experiences.
Domande di colloquio [1]
Domanda 1
Basics of ML. Questions based on projects and work experience.