Goldman Sachs vs Morgan Stanley Interview Questions
Goldman Sachs lists 261 LeetCode interview questions while Morgan Stanley lists 60. They share 30 problems — 11% of Goldman Sachs's bank and 50% of Morgan Stanley's. Focus on the overlap first, then drill into 231 Goldman Sachs-only and 30 Morgan Stanley-only questions.
Read the full Goldman Sachs vs Morgan Stanley preparation guide →
Overview
Preparation Strategy
Step 1 — Shared core: Solve the 30 overlapping problems first. These are the highest-yield questions for candidates interviewing at both Goldman Sachs and Morgan Stanley.
Step 2 — Company-specific depth: Add Goldman Sachs-specific problems like Trapping Rain Water, Median of Two Sorted Arrays, Fraction to Recurring Decimal and Morgan Stanley-specific problems from the exclusive lists below.
Step 3 — Difficulty tuning: Goldman Sachs skews harder in our data. Budget extra time for Hard problems if you are targeting that company.
Difficulty Comparison
Top Shared Topics
30 Shared Questions
High-priority problems to practice for both Goldman Sachs and Morgan Stanley.
| Problem | Difficulty |
|---|---|
| First Unique Character in a String | Easy |
| LRU Cache | Medium |
| Container With Most Water | Medium |
| Longest Substring Without Repeating Characters | Medium |
| Merge Intervals | Medium |
| Group Anagrams | Medium |
| Best Time to Buy and Sell Stock | Easy |
| Two Sum | Easy |
| Maximum Subarray | Medium |
| Top K Frequent Elements | Medium |
| Kth Largest Element in an Array | Medium |
| Remove All Adjacent Duplicates in String II | Medium |
| Coin Change | Medium |
| Jump Game | Medium |
| 3Sum | Medium |
| Longest Palindromic Substring | Medium |
| Daily Temperatures | Medium |
| Generate Parentheses | Medium |
| Longest Consecutive Sequence | Medium |
| Spiral Matrix | Medium |
| Candy | Hard |
| Maximum Product Subarray | Medium |
| Word Search | Medium |
| Majority Element | Easy |
| Sort Colors | Medium |
| Longest Increasing Subsequence | Medium |
| Next Greater Element I | Easy |
| Reorder List | Medium |
| Next Greater Element II | Medium |
| Remove Duplicates from Sorted Array | Easy |
Unique to Goldman Sachs (231)
Problems in Goldman Sachs's list that do not appear at Morgan Stanley.
| Problem | Difficulty |
|---|---|
| Trapping Rain Water | Hard |
| Median of Two Sorted Arrays | Hard |
| Fraction to Recurring Decimal | Medium |
| High Five | Easy |
| Minimum Path Sum | Medium |
| String Compression | Medium |
| Find the Winner of the Circular Game | Medium |
| Robot Bounded In Circle | Medium |
| Decode Ways | Medium |
| Number of Islands | Medium |
| Search in Rotated Sorted Array | Medium |
| Find Minimum in Rotated Sorted Array | Medium |
Unique to Morgan Stanley (30)
Problems in Morgan Stanley's list that do not appear at Goldman Sachs.
Frequently Asked Questions
How many LeetCode questions do Goldman Sachs and Morgan Stanley share?
Goldman Sachs and Morgan Stanley share 30 LeetCode interview questions. 231 problems appear only in Goldman Sachs's list and 30 appear only in Morgan Stanley's list.
What topics overlap most between Goldman Sachs and Morgan Stanley?
The most common shared topics between Goldman Sachs and Morgan Stanley are Array (23 shared questions), Hash Table (9 shared questions), Dynamic Programming (8 shared questions), String (7 shared questions), Sorting (7 shared questions). Mastering these areas prepares you for both companies.
Which company asks harder LeetCode questions: Goldman Sachs or Morgan Stanley?
Goldman Sachs has 48 Easy, 165 Medium, and 48 Hard questions. Morgan Stanley has 13 Easy, 40 Medium, and 7 Hard questions. Goldman Sachs has a higher proportion of Hard problems in its interview set.
How should I prepare if interviewing at both Goldman Sachs and Morgan Stanley?
Start with the 30 shared problems since they cover what both companies ask most often. Then add 20 Goldman Sachs-specific and 20 Morgan Stanley-specific questions to round out your prep.