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Lyft interview questions

Explore questions associated with Lyft. Review the source details, then use the workspace for code, notes, and diagrams.

32 questions in the library. A source association does not guarantee a future interview question.

Behavioral and leadership · Coding · Machine learning · ML system design · System design

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32 questions

Showing 1–25

System designMedium
Design a Chat/Messaging System
Design a real-time messaging system like WhatsApp or Facebook Messenger that supports 1:1 and group conversations, message delivery status tracking, user presence features…
Companies: Lyft, Addepar, Airbnb, Airwallex +22
System Design
Last reported Nov 2026
Open workspace
System designDifficulty not specified
Design Wikipedia Crawler
Design a distributed web crawler system that can crawl and store Wikipedia pages at scale using multiple machines or edge devices, with focus on coordination…
Companies: Lyft, Glean, Google, Meta
Last reported Nov 2026
Open workspace
ML system designMedium
Dynamic Pricing for a Ride-Hailing Marketplace: Supply-Demand Model, Algorithm, Metrics

Page 1 of 2

Companies: Lyft

ML System Design

Last reported Oct 2026

System designMedium

Design a Charity Donation System with Payments, a Ledger and Payouts to Charities

Companies: Lyft

System Design

Last reported Oct 2026

System designDifficulty not specified

Design a Donations Website

Design a short-term (24-48 hour) donations website where users can contribute to pre-selected charities, with focus on payment processing, failure handling, and backup payment…

Companies: Lyft, DoorDash, Whatnot

Last reported Oct 2026

System designMedium

Design a Wiki Crawler That Keeps Every Stored Page at Most Five Days Stale

Companies: Lyft

System Design · System Design Fundamentals

Last reported Sep 2026

System designDifficulty not specified

Design a product voting system

Design a voting system that allows users to vote on products, enabling the most popular products to qualify for a deal of the day feature.

Companies: Lyft

Last reported Aug 2026

CodingHardLeetCode 76

Minimum Window Substring

Find the smallest substring of s that contains all characters of t (including duplicates), or return "" if none exists. This is typically solved with…

Companies: Lyft, Amazon, LinkedIn, Meta +2

Hash Table · Sliding Window · String

Last reported Aug 2026

System designDifficulty not specified

Design LeetCode

Design an online programming judge system for coding competitions where users can submit solutions to algorithmic problems, get real-time feedback on code execution, and…

Companies: Lyft, Amazon, LinkedIn, Meta +4

Last reported Jul 2026

CodingMediumLeetCode 981

Time Based Key-Value Store

Design a time-based key-value store that records multiple values per key with timestamps and returns the value whose timestamp is the largest <= the queried…

Companies: Lyft, Amazon, Anthropic, Apple +8

Binary Search · Design · Hash Table · String

Last reported Jul 2026

CodingDifficulty not specified

Design an in-memory database to handle transactions

Design an in-memory database system that can efficiently handle transactions. Consider aspects such as data storage, transaction management, and concurrency control.

Companies: Lyft, Anchorage Digital, Coinbase, Uber

Last reported Jul 2026

CodingDifficulty not specifiedLeetCode 41

First Missing Positive

Find the smallest positive integer missing from an unsorted array while meeting O(n) time and O(1) extra space. The classic approach uses in-place index-based placement…

Companies: Lyft

Last reported May 2026

Behavioral and leadershipDifficulty not specified

Tell me about a time you promoted inclusion in the workplace

Companies: Lyft

Last reported May 2026

Behavioral and leadershipDifficulty not specified

Tell me about something you are most proud of and why

Companies: Lyft, Google, Robinhood, Roblox

Last reported May 2026

Behavioral and leadershipDifficulty not specified

What was a situation where you didn't agree with your manager or superior's decision?

Companies: Lyft, Amazon, Automata, Datadog +6

Last reported May 2026

Behavioral and leadershipDifficulty not specified

Tell me about a time you disagreed with a cross-functional partner.

Companies: Lyft, Meta, Oracle

Last reported Apr 2026

Behavioral and leadershipDifficulty not specified

Tell me about your approach to make conversations more inclusive

Companies: Lyft, Meta, Microsoft

Last reported Apr 2026

Behavioral and leadershipDifficulty not specified

What project are you most proud of?

Companies: Lyft, Adyen, Amazon, Anthropic +37

Last reported Apr 2026

System designMedium

Design a Job Scheduler

Design a distributed job scheduler that can handle high-throughput job processing (10,000+ jobs per second), support both scheduled (cron-based) and ad-hoc job execution…

Companies: Lyft, Airbnb, Apple, Autodesk +25

System Design

Last reported Apr 2026

System designHard

Design Instagram

Photo delivery and social feeds: safe publication, celebrity fan-out, stable pagination, and high-volume interactions.

Companies: Lyft, Amazon, Bloomberg, Datadog +9

content-delivery · feed-fanout · idempotency · media-storage

Last reported Feb 2026

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System designDifficulty not specified

Design a Social Media Feed Generation System

Design a social media feed system that generates and populates personalized feeds for users on platforms like Twitter, Instagram, or Facebook.

Companies: Lyft, Amazon, Apple, Atlassian +5

Last reported Feb 2026

Behavioral and leadershipDifficulty not specified

What does diversity and inclusion mean to you?

Companies: Lyft

Last reported Aug 2025

Behavioral and leadershipDifficulty not specified

Tell me about a time you had a conflict with a coworker. How did you resolve it?

Companies: Lyft, Adyen, Airbnb, Amazon +31

Last reported Jul 2025

CodingMediumLeetCode 91

Decode Ways

Given a digit string, count how many ways it can be segmented into valid codes 1–26 (two-digit codes cannot start with '0'), handling invalid zeros…

Companies: Lyft, Anduril, Meta

Dynamic Programming · String

System designHard

Design a system to run commands across a fleet

Large command fan-out with durable offline delivery, bounded execution, and honest handling of uncertain outcomes.

Companies: Lyft, Meta

agent-architecture · backpressure · durable-workflows · failure-detection

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