Goldman Sachs vs Rippling Interview Questions
Goldman Sachs lists 261 LeetCode interview questions while Rippling lists 23. They share 13 problems — 5% of Goldman Sachs's bank and 57% of Rippling's. Focus on the overlap first, then drill into 248 Goldman Sachs-only and 10 Rippling-only questions.
Overview
Preparation Strategy
Step 1 — Shared core: Solve the 13 overlapping problems first. These are the highest-yield questions for candidates interviewing at both Goldman Sachs and Rippling.
Step 2 — Company-specific depth: Add Goldman Sachs-specific problems like Trapping Rain Water, First Unique Character in a String, Fraction to Recurring Decimal and Rippling-specific problems from the exclusive lists below.
Step 3 — Difficulty tuning: Rippling skews harder in our data. Budget extra time for Hard problems if you are targeting that company.
Difficulty Comparison
Top Shared Topics
13 Shared Questions
High-priority problems to practice for both Goldman Sachs and Rippling.
| Problem | Difficulty |
|---|---|
| Median of Two Sorted Arrays | Hard |
| LRU Cache | Medium |
| Longest Substring Without Repeating Characters | Medium |
| Merge Intervals | Medium |
| Top K Frequent Elements | Medium |
| Optimal Account Balancing | Hard |
| Merge k Sorted Lists | Hard |
| Design Underground System | Medium |
| Merge Two Sorted Lists | Easy |
| LFU Cache | Hard |
| Evaluate Division | Medium |
| Top K Frequent Words | Medium |
| Accounts Merge | Medium |
Unique to Goldman Sachs (248)
Problems in Goldman Sachs's list that do not appear at Rippling.
| Problem | Difficulty |
|---|---|
| Trapping Rain Water | Hard |
| First Unique Character in a String | Easy |
| Fraction to Recurring Decimal | Medium |
| High Five | Easy |
| Minimum Path Sum | Medium |
| Container With Most Water | Medium |
| String Compression | Medium |
| Find the Winner of the Circular Game | Medium |
| Robot Bounded In Circle | Medium |
| Group Anagrams | Medium |
| Decode Ways | Medium |
| Number of Islands | Medium |
Unique to Rippling (10)
Problems in Rippling's list that do not appear at Goldman Sachs.
| Problem | Difficulty |
|---|---|
| Design Spreadsheet | Medium |
| Design Excel Sum Formula | Hard |
| Number of Visible People in a Queue | Hard |
| Maximize Amount After Two Days of Conversions | Medium |
| Maximum Xor Product | Medium |
| Synonymous Sentences | Medium |
| Last Stone Weight | Easy |
| Minimum Number of Taps to Open to Water a Garden | Hard |
| Sentence Similarity II | Medium |
| Design a Text Editor | Hard |
Frequently Asked Questions
How many LeetCode questions do Goldman Sachs and Rippling share?
Goldman Sachs and Rippling share 13 LeetCode interview questions. 248 problems appear only in Goldman Sachs's list and 10 appear only in Rippling's list.
What topics overlap most between Goldman Sachs and Rippling?
The most common shared topics between Goldman Sachs and Rippling are Array (7 shared questions), Hash Table (7 shared questions), String (5 shared questions), Linked List (4 shared questions), Sorting (4 shared questions). Mastering these areas prepares you for both companies.
Which company asks harder LeetCode questions: Goldman Sachs or Rippling?
Goldman Sachs has 48 Easy, 165 Medium, and 48 Hard questions. Rippling has 2 Easy, 13 Medium, and 8 Hard questions. Rippling has a higher proportion of Hard problems in its interview set.
How should I prepare if interviewing at both Goldman Sachs and Rippling?
Start with the 13 shared problems since they cover what both companies ask most often. Then add 20 Goldman Sachs-specific and 10 Rippling-specific questions to round out your prep.