Compute Poisson supply–demand match probability
Company: Lyft
Role: Data Scientist
Category: Statistics & Math
Difficulty: Medium
Interview Round: Onsite
Quick Answer: This question evaluates understanding of probability distributions and stochastic modeling—specifically Poisson processes, the Skellam distribution for differences, expectation of minima, and probabilistic capacity planning within the Statistics & Math domain.