Lyft Statistics & Math Interview Questions
Master your tech interview with our curated database of real questions from top companies.
4Questions
1Company
4 Questions 1 Company
Showing 4 results
Lyft
Easy
Data ScientistDetermine Probability of Single Ride on Following Day
Trial Pricing Experiment with Two Offers Setup A new rider is given a trial on day 1 with two ride opportunities. For each offered ride, the price is ...
Statistics & Math
18
0
Jul 12, 2025
Lyft
Medium
Data ScientistAnalyze Rider Behavior in Dynamic-Pricing Trial
Dynamic-pricing trial: rider behavior Context (assumptions made explicit) - Each day the rider has two potential ride opportunities. - For any specifi...
Statistics & Math
15
0
Aug 4, 2025
Lyft
Easy
Data ScientistExplain Bayes’ Theorem and P-Value in Decision-Making
Statistics Fundamentals: Bayes' Theorem and p-Values Context Stakeholders want clear, decision-focused explanations of two foundational concepts used ...
Statistics & Math
11
0
Aug 4, 2025
Lyft
Medium
Data ScientistCompute Poisson supply–demand match probability
In a city-day of a two-sided marketplace, customer demand D ~ Poisson(8) and supplier capacity S ~ Poisson(6), assumed independent. (a) Compute P(S >=...
Statistics & Math
0
0
Oct 13, 2025