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Updated weekly · Last refresh Oct 17

Ladder Interview Questions

The questions to prepare for Ladder interviews, across all roles. Questions from real interview reports rank first. Updated daily.

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1
CodingStart here. 13 questions · ~130 min
Linked List ReversalEasy
Practice

Reverse a singly linked list in-place using iterative pointer manipulation.

RecursionLinked ListsArraysLadder
Two Sum with TargetEasy
Practice

Use a hash map to find two array elements that sum to a target in O(n) time.

Hash TablesArraysStringsLadder
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2
System Design3 questions · ~30 min
Design a Real-Time ML Feature StoreHard

Design a shared feature store for training and low-latency inference across many ML systems with strict freshness and consistency needs.

Feature StoreFeature DriftModel ServingLadder
Design a Personalized Recommendation RankerHard

Design a personalized recommendation system that turns user preferences into ranked suggestions with retrieval, ranking, and feedback loops.

RetrievalTwo-Tower ModelsRecommendation SystemsLadder
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3
Execution7 questions · ~70 min
Design Process for New FeatureMedium

Explain how you execute a UX/UI design process from discovery to handoff, including stakeholder alignment, trade-offs, and success criteria.

Trade-offsRoadmappingScope ManagementLadder
Handling a Major Work ChallengeEasy

Tests problem ownership, execution under pressure, and learning from setbacks.

Trade-offsRisk AssessmentLadder
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4
Behavioral & Leadership5 questions · ~50 min
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5
More topics3 questions · ~30 min
Process vs ThreadEasy

Tests foundational OS concepts and how concurrency is structured.

technicalprocesstechnical experienceLadder
Optimize a Slow Database QueryHard

Tests database performance troubleshooting and ability to improve query efficiency.

SubqueriesJoinsAggregationsLadder
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 31 questions plus 3 hands-on drills to finish this plan.