I applied online. The process took 2 weeks. I interviewed at Airbnb in Jan 2019
Interview
The first interview consisted of a 1:1 interview with a HR recruiter. The first round they ask you about your background and why you are interested in Airbnb.
The second interview was a case study, and you are asked the following;
You are the first data scientist to join a cross-functional Product and Operations team working to grow bookings in [Country]. The team asks you for help with the following:
1. What key metrics would you propose to monitor over time the success of the team's efforts in improving the guest host matching process and why? Clearly define your metric(s) and explain how each is computed.
2. What areas should we invest in to increase the number of successful bookings in Rio de Janeiro? What
segments are doing well and what could be improved? Propose 2-3 specific recommendations (business
initiatives and product changes) that could address these opportunities. Demonstrate rationale behind each recommendation AND prioritize your recommendations in order of their estimated impact.
Your assignment: Summarize your recommendations in response to the questions above in a 5-8 slide
presentation intended for the Head of Product and VP of Operations (who is not technical). Include an organized
appendix sharing the details of your work conducted for the Rio team, that would be useful for the data team to
understand your work.
The processs was very positive. I love the prompt communcation from HR, and they inform you of your status in the interview process.
I applied online. The process took 2 weeks. I interviewed at Airbnb in Jun 2018
Interview
Application
I applied online. The process took 2 weeks.
Phone screen with the recruiter who was nice, and then a take-home which they give you four days to complete and expect a candidate to spend about eight hours on. Take home involved cleaning, interpreting and analysing the data sets. Four our five business questions to answer through the data analysis and to create a PPT for the business users and submit all the code for the techincal audience. I spent my entire weekend days and night working on the assignment. I enjoyed working on it and i think my recommendation to the business questions and my PPT was something that could have been used to actually present it to the business users (content, slides, visuals, formatting. I even created a theme and template :()
Two weeks later got an email from HR saying i did not meet their requirements. They could atleast pick up a phone and i would appreciate some feedback, given i spent so much time working on the take home. It was disappointing. I have worked with other technical companies in the bay area and got good feedback after each rounds.
Interview questions [1]
Question 1
What metrics to analyse to answer some Business questions and recommendations
Data Science, Analytics applicants have rated the interview process at Airbnb with 3.5 out of 5 (where 5 is the highest level of difficulty) and assessed their interview experience as 50% positive. To compare, the company-average is 44% positive. This is according to Glassdoor user ratings.
Candidates applying for Data Science, Analytics roles take an average of 14 days to get hired, when considering 2 user submitted interviews for this role. To compare, the hiring process at Airbnb overall takes an average of 29 days.
Common stages of the interview process at Airbnb as a Data Science, Analytics according to 2 Glassdoor interviews include:
Other: 29%
Background check: 29%
Phone interview: 29%
Presentation: 14%
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