Cracking D.E. Shaw's Challenging VO: Probability and Greedy Algorithm Insights

deshaw | | Interview Experience

Interview Date: Not specified
Result: Not specified
Difficulty: Not specified

Interview Process

The interview process consisted of an initial resume review followed by four brain teaser questions. After this round, I was quickly notified that I would have a video interview the following week. The video interview consisted of three rounds.

  • First Round: Focused on probability. I was asked a question involving n students and their scores in two exams (x_i, y_i). The question was about determining the expected number of students who pass if there are no other students j ≠ i such that x_j > x_i and y_j > y_i. There were some variations of this question.

  • Second Round: Coding questions, which included printing the Cartesian product and finding the maximum in a sliding window. I struggled with the correct solution to the second question at the time.

  • Third Round: This was more open-ended, asking how to form groups of three in a class such that the number of groups where only two students pass is maximized. Overall, this round was quite challenging. After this, I was informed that I could start preparing mentally for a code sample, writing sample, and references.

The final discussion involved predicting how many wins an MLB team would achieve. The interviewers were generally friendly, but they pressed for answers when I struggled to understand what they were looking for. Unfortunately, I did not pass.

Technical Questions

  1. Probability
  2. Subsets
  3. Greedy algorithm
  4. Predictive analysis

Tips & Insights

  • Be prepared for open-ended questions that require critical thinking.
  • Practice coding problems thoroughly to avoid getting stuck during the interview.
  • Clarify questions with the interviewer if you are unsure about what is being asked.