I applied online. The process took 3 months. I interviewed at Meta
Interview
Reached out by a recruiter to go over my background, interests. Followed up with one phone interview, and an onsite with 5 people (Data Scientists, analysts, managers), and a campus tour.
Questions are not difficult- preparing machine learning high level questions (standard questions, not very academic focused); SQL querying; Probability and game theory puzzles, Statistics 101.
HR sends you a standard email on what to expect in the interview - it is more like a formality, if you're a Data Scientist, this is stuff that you do in your day to day work.
Interview questions [1]
Question 1
I can't share specific questions, but they're generally around what metrics you would look at for a particular product, how would you interpret them, etc.
I applied through an employee referral. I interviewed at Meta
Interview
applied through an employee referral.
didn't hear from the HR for months until the referral asked again.
contacted by HR for phone screening. went through resume and asked about previous experience, projects worked on, desired position, etc.
Then a phone interview. An employee called, chatted a little bit, and then went to technical questions.
Interview questions [2]
Question 1
business sense:
There are two types of cars A and B. The number of people in US who use A
and B are the same. They drive the same distances each month.
Now there are two new technologies, X and Y (of equal cost).
If apply X, mpg of A would increase from 50 mpg to 75 mpg;
If apply Y, mpg of B would increase from 10 mpg to 11 mpg.
The goal is to decrease the dependence on foreign oil, or to decrease the
consumption of gasoline.
Question: which technology would you apply?
Follow up question: after applying the technology of your choice, assume
there's money available for research on new technology, which car would you
choose to conduct research on?
data question:
dialoglog
(userid int
appid int
type char , a flag either "imp" or "click"
ds timestamp
)
How would you access the quality of app?
How to compute click-through rate (in mySQL)?
Was contacted through email and then had our initial phone call. After that, the interviewing process became a total mess. The recruiter frequently did not respond for days, handed me off to another recruiter, and scheduled interview times which I explicitly said were not possible for me. I understand they are busy during recruiting season but this showed a lack of care for the candidate in my opinion.
Interview questions [1]
Question 1
I got tripped up by a question on probability and game theory during my second phone interview.