SAP vs Walmart Labs Interview Questions
SAP lists 42 LeetCode interview questions while Walmart Labs lists 144. They share 24 problems — 57% of SAP's bank and 17% of Walmart Labs's. Focus on the overlap first, then drill into 18 SAP-only and 120 Walmart Labs-only questions.
Overview
Preparation Strategy
Step 1 — Shared core: Solve the 24 overlapping problems first. These are the highest-yield questions for candidates interviewing at both SAP and Walmart Labs.
Step 2 — Company-specific depth: Add SAP-specific problems like Movie Rating, Maximum Path Quality of a Graph, Count the Number of Infection Sequences and Walmart Labs-specific problems from the exclusive lists below.
Step 3 — Difficulty tuning: Walmart Labs skews harder in our data. Budget extra time for Hard problems if you are targeting that company.
Difficulty Comparison
Top Shared Topics
24 Shared Questions
High-priority problems to practice for both SAP and Walmart Labs.
| Problem | Difficulty |
|---|---|
| Two Sum | Easy |
| Container With Most Water | Medium |
| Longest Common Prefix | Easy |
| Valid Parentheses | Easy |
| Number of Islands | Medium |
| Best Time to Buy and Sell Stock | Easy |
| Merge Intervals | Medium |
| Maximum Subarray | Medium |
| Longest Palindromic Substring | Medium |
| Search a 2D Matrix | Medium |
| Valid Palindrome | Easy |
| Kth Largest Element in an Array | Medium |
| Longest Substring Without Repeating Characters | Medium |
| Linked List Cycle | Easy |
| Move Zeroes | Easy |
| LRU Cache | Medium |
| Coin Change | Medium |
| Group Anagrams | Medium |
| Trapping Rain Water | Hard |
| Candy | Hard |
| Product of Array Except Self | Medium |
| Search in Rotated Sorted Array | Medium |
| Daily Temperatures | Medium |
| Minimum Window Substring | Hard |
Unique to SAP (18)
Problems in SAP's list that do not appear at Walmart Labs.
Unique to Walmart Labs (120)
Problems in Walmart Labs's list that do not appear at SAP.
Frequently Asked Questions
How many LeetCode questions do SAP and Walmart Labs share?
SAP and Walmart Labs share 24 LeetCode interview questions. 18 problems appear only in SAP's list and 120 appear only in Walmart Labs's list.
What topics overlap most between SAP and Walmart Labs?
The most common shared topics between SAP and Walmart Labs are Array (17 shared questions), String (7 shared questions), Hash Table (6 shared questions), Two Pointers (6 shared questions), Dynamic Programming (5 shared questions). Mastering these areas prepares you for both companies.
Which company asks harder LeetCode questions: SAP or Walmart Labs?
SAP has 14 Easy, 21 Medium, and 7 Hard questions. Walmart Labs has 22 Easy, 96 Medium, and 26 Hard questions. Walmart Labs has a higher proportion of Hard problems in its interview set.
How should I prepare if interviewing at both SAP and Walmart Labs?
Start with the 24 shared problems since they cover what both companies ask most often. Then add 18 SAP-specific and 20 Walmart Labs-specific questions to round out your prep.