Interview 1 - Rotate array in such a way that sum of index*value is max - In a connected graph, randomly clicked any button with prob p, then nearby switches state changes. What is the expected no of switches open. Interview 2 - Two fair dice with 4 faces, you win if blue > black , end if blue = black and return is max (blue-black, 0). What is the expected win amount, build some recursive solution with E = prob3*(amount + E) + prob2*(amount + E) + … . solve it via coding simulation as well. (n no of loops each can have infinite no of trials) - 2sum based, with d as the difference between the two, but avoid repetitions and count (a,b) , (b,a) as one. Interview 3 - Hotel cancellation SD, with immediate profit improvement , - [1,0,0,0,1,1,0] → no of continuous subsets 4, if by prob p. with which we can get 1, what is the expected no of subsets. Sum from 1 to n P(x)*x or use recursive formula E(n,p) = prob getting same in boundary * E(n-1,p) + prob getting diff in boundary * (E(n-1,p) + 1)
Staff Scientist Interview Questions
420 staff scientist interview questions shared by candidates
many ML and statistical questions
about me, salary expectations, and whether I am willing to relocate or not etc.
Model training process. Data leakage. Variable selection steps.
Very simple questions regarding the job and your willingness to complete job tasks
What type of data analysis work have you done?
Tell us about yourself, STAR question
Resume walkthrough, simple ML questions.
If I could keep good notes and records If I had relevant experience If I had a good driving habit and record
Q: How would you find the minimum of a data set (with or without and analytical expression)?
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