Analytics Scientist Interview Questions
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“What teams are you interested in at Facebook?” |
“Have you worked in a deadline-driven environment?” |
“Why should we hire you? What sets you apart from the rest of the competition?” |
“What would you implement to solve this......” |
“Write a SQL query to compute a frequency table of a certain attribute involving two joins. What if you want to GROUP or ORDER BY some attribute? What changes would you need to make? How would you…” |
“Come up with a recursive algorithm to merge two arbitrary lists of lists into one such that the first element of each sublist in the second list is prepended to the front of each sublist in the…” |
“Describe why the Kullback-Liebler divergence is often more sensitive than the Kolmogorov-Smirnov statistic when comparing distributions when one distribution has a much smaller number of degrees of…” |
“What makes you want to move from your current job?” |
“Given two binary strings, write a function that adds them. You are not allowed to use any built in string to int conversions or parsing tools. E.g. Given "100" and "111" you should return…” |
“Lets say the population on Facebook clicks ads with a click-through-rate of P. We select a sample of size N and examine the sample's conversion rate, denoted by hat{P}, what is the minimum sample…” |