Interview Intel · Sprinklr

Sprinklr coding interview
questions, leaked.

41 problems reported across recent Sprinklr interviews. Top patterns: array, dynamic programming, string. The list below is what most reported candidates actually saw, plus the honest play if you can't grind all of it.

Founder's read

Sprinklr's interview hits you with 41 problems across a hard-skewed distribution: 18 hard, 22 medium, 1 easy. Arrays dominate at 26 problems, followed by dynamic programming at 15. You're looking at pattern-heavy problems like tree equilibrium queries, bitmask optimization, and interval maximization. If you haven't drilled DP on arrays and bitmask tricks, you will feel the gap fast. StealthCoder runs invisibly during your assessment and surfaces working solutions the moment you hit a wall on a pattern you haven't seen.

Tracked problems
41
Easy
1/ 2%
Medium
22/ 54%
Hard
18/ 44%

Top problems at Sprinklr

leaked_problems.csv41 rows
#ProblemDiffFrequency
01Minimum Edge Weight Equilibrium Queries in a TreeHARD
100.0
02Apply Operations on Array to Maximize Sum of SquaresHARD
94.5
03Maximize Score After N OperationsHARD
92.4
04Next Greater Numerically Balanced NumberMEDIUM
92.4
05Maximum Score of Non-overlapping IntervalsHARD
90.0
06Closest Subsequence SumHARD
90.0
07Choose Edges to Maximize Score in a TreeMEDIUM
90.0
08Create Components With Same ValueHARD
90.0
09Number of Same-End SubstringsMEDIUM
90.0
10Count the Number of Powerful IntegersHARD
90.0
11Number of Great PartitionsHARD
90.0
12Apply Bitwise Operations to Make Strings EqualMEDIUM
90.0
13Maximum Subarray Sum After One OperationMEDIUM
90.0
14Minimum Time to Revert Word to Initial State IMEDIUM
90.0
15Minimum Time to Revert Word to Initial State IIHARD
90.0
16Asteroid CollisionMEDIUM
84.5
17Robot CollisionsHARD
72.9
18Minimize the Difference Between Target and Chosen ElementsMEDIUM
67.5
19Serialize and Deserialize Binary TreeHARD
67.5
20Minimum Number of Food Buckets to Feed the HamstersMEDIUM
67.5
21Insert Delete GetRandom O(1)MEDIUM
67.5
22Number of ProvincesMEDIUM
67.5
23Set Matrix ZeroesMEDIUM
60.4
24Partition LabelsMEDIUM
60.4
25Trapping Rain WaterHARD
60.4
26Validate IP AddressMEDIUM
60.4
27Container With Most WaterMEDIUM
60.4
28Max Points on a LineHARD
60.4
29Largest Rectangle in HistogramHARD
50.5
30Best Time to Buy and Sell StockEASY
50.5
31Count Valid Paths in a TreeHARD
50.5
32Sort ColorsMEDIUM
50.5
333SumMEDIUM
50.5
34Russian Doll EnvelopesHARD
50.5
35Single Element in a Sorted ArrayMEDIUM
50.5
36Sum of Matrix After QueriesMEDIUM
50.5
37Longest Valid ParenthesesHARD
50.5
38Longest Univalue PathMEDIUM
50.5
39LRU CacheMEDIUM
50.5
40First Missing PositiveHARD
50.5
41Sum of Subarray MinimumsMEDIUM
50.5

Frequencies derived from public community-tagged interview reports. Click a row to view on LeetCode.

The hedge

You have a week, maybe less. You can't out-grind the list above. StealthCoder runs invisibly during the actual Sprinklr OA. The proctor cannot see it. Screen share cannot detect it. Made for the engineer who has done the work but might still blank with a webcam pointed at him.

Get StealthCoder
Topic distribution
What this means

Array problems are your baseline. They appear in 63% of the dataset and overlap heavily with DP, hash tables, and bit manipulation. Start there, but don't stop: DP is the second pillar at 15 problems, and most of Sprinklr's hard problems combine arrays with DP or bitmasks. String problems (10 total) cluster around hashing and bit operations, not parsing. Trees and DFS appear together in 6 problems each, usually in optimization contexts. The difficulty curve is steep: 44% hard means you'll face problems like 'Closest Subsequence Sum' and 'Create Components With Same Value' that require multiple techniques at once. This is where StealthCoder becomes your safety net. If you've prepped arrays and DP but blank on a bitmask-DP hybrid during the live OA, it runs invisibly and gives you a working approach in seconds.

Companies with similar patterns

If you prepped for Sprinklr, these companies recycle ~60% of the same topics.

The honest play

You've seen the list. Now make sure you pass Sprinklr.

Memorizing every problem above in a week is a fantasy. StealthCoder is the hedge: an AI overlay that's invisible during screen share. It reads the problem on screen and surfaces a working solution in under 2 seconds. Made for the engineer who has done the work but might still blank with a webcam pointed at him. Works on HackerRank, CodeSignal, CoderPad, and Karat.

Sprinklr interview FAQ

How many array problems should I solve before the Sprinklr OA?+

Array topics hit 26 of 41 problems. Drill at least 15 to 20 array problems, focusing on subarrays, operations, and two-pointer patterns. They're the foundation for DP and greedy problems too, so speed here translates directly to confidence on harder variants.

Is dynamic programming essential for Sprinklr?+

Yes. DP appears in 15 problems and dominates the hard tier. You'll see DP combined with arrays, bitmasks, trees, and backtracking. Practice DP on intervals, sequences, and bitmask states. Most medium and hard problems expect DP fluency.

What role do bit manipulation and bitmasks play?+

Bitmask DP appears in at least 4 hard problems ('Maximize Score After N Operations', 'Closest Subsequence Sum'). If you haven't solved bitmask enumeration before, start there. It's a pattern Sprinklr leans on heavily in the hard tier.

Should I study trees and graphs before the OA?+

Trees and DFS each appear in 6 problems, but they're often paired with DP or greedy logic rather than standalone. If you're tight on time, prioritize arrays and DP first. Trees here are usually the constraint, not the main difficulty.

How should I handle the 44% hard problem rate?+

Expect multi-step problems that combine array operations with DP, bitmasks, or math. Don't memorize solutions. Instead, practice decomposing a hard problem into subproblems. Know your baseline patterns cold so you can adapt under pressure.

Problem frequencies sourced from public community-maintained interview-report repos. Problems, ratings, and trademarks are property of LeetCode and Sprinklr. StealthCoder is not affiliated with Sprinklr.