Goldman Sachs vs Lyft Interview Questions
Goldman Sachs lists 261 LeetCode interview questions while Lyft lists 26. They share 10 problems — 4% of Goldman Sachs's bank and 38% of Lyft's. Focus on the overlap first, then drill into 251 Goldman Sachs-only and 16 Lyft-only questions.
Overview
Preparation Strategy
Step 1 — Shared core: Solve the 10 overlapping problems first. These are the highest-yield questions for candidates interviewing at both Goldman Sachs and Lyft.
Step 2 — Company-specific depth: Add Goldman Sachs-specific problems like Trapping Rain Water, Median of Two Sorted Arrays, First Unique Character in a String and Lyft-specific problems from the exclusive lists below.
Step 3 — Difficulty tuning: Lyft skews harder in our data. Budget extra time for Hard problems if you are targeting that company.
Difficulty Comparison
Top Shared Topics
10 Shared Questions
High-priority problems to practice for both Goldman Sachs and Lyft.
| Problem | Difficulty |
|---|---|
| Longest Substring Without Repeating Characters | Medium |
| String Compression | Medium |
| Decode Ways | Medium |
| Car Pooling | Medium |
| Product of Array Except Self | Medium |
| Asteroid Collision | Medium |
| Longest Consecutive Sequence | Medium |
| Minimum Window Substring | Hard |
| Rotting Oranges | Medium |
| Implement Trie (Prefix Tree) | Medium |
Unique to Goldman Sachs (251)
Problems in Goldman Sachs's list that do not appear at Lyft.
| Problem | Difficulty |
|---|---|
| Trapping Rain Water | Hard |
| Median of Two Sorted Arrays | Hard |
| First Unique Character in a String | Easy |
| Fraction to Recurring Decimal | Medium |
| High Five | Easy |
| Minimum Path Sum | Medium |
| LRU Cache | Medium |
| Container With Most Water | Medium |
| Find the Winner of the Circular Game | Medium |
| Merge Intervals | Medium |
| Robot Bounded In Circle | Medium |
| Group Anagrams | Medium |
Unique to Lyft (16)
Problems in Lyft's list that do not appear at Goldman Sachs.
| Problem | Difficulty |
|---|---|
| Time Based Key-Value Store | Medium |
| Read N Characters Given read4 II - Call Multiple Times | Hard |
| Max Stack | Hard |
| Convert Sorted List to Binary Search Tree | Medium |
| Check Completeness of a Binary Tree | Medium |
| Smallest Range Covering Elements from K Lists | Hard |
| Range Sum Query 2D - Immutable | Medium |
| Min Stack | Medium |
| Word Ladder II | Hard |
| Water and Jug Problem | Medium |
| Sort List | Medium |
| Meeting Rooms II | Medium |
Frequently Asked Questions
How many LeetCode questions do Goldman Sachs and Lyft share?
Goldman Sachs and Lyft share 10 LeetCode interview questions. 251 problems appear only in Goldman Sachs's list and 16 appear only in Lyft's list.
What topics overlap most between Goldman Sachs and Lyft?
The most common shared topics between Goldman Sachs and Lyft are String (5 shared questions), Array (5 shared questions), Hash Table (4 shared questions), Sliding Window (2 shared questions), Simulation (2 shared questions). Mastering these areas prepares you for both companies.
Which company asks harder LeetCode questions: Goldman Sachs or Lyft?
Goldman Sachs has 48 Easy, 165 Medium, and 48 Hard questions. Lyft has 0 Easy, 19 Medium, and 7 Hard questions. Lyft has a higher proportion of Hard problems in its interview set.
How should I prepare if interviewing at both Goldman Sachs and Lyft?
Start with the 10 shared problems since they cover what both companies ask most often. Then add 20 Goldman Sachs-specific and 16 Lyft-specific questions to round out your prep.