Top 30
Company roadmap
Updated weekly · Last refresh Aug 30

Ladder Interview Questions

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

30questions
~5htotal time
Track your progressSign up free to work through all 30 questions and resume where you left off.
Start practicing free →
1
CodingStart here. 12 questions · ~113 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
More Coding questions with a free account
2
System Design3 questions · ~28 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
More System Design questions with a free account

Sign up to see every question

Create a free account to unlock this list and practice real interview questions.

Get my prep plan
3
Execution7 questions · ~66 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
Software Development Lifecycle EssentialsMedium

Tests understanding of end-to-end engineering practices from planning to delivery.

Trade-offsSuccess CriteriaRoadmappingLadder
More Execution questions with a free account
4
Behavioral & Leadership7 questions · ~66 min
More Behavioral & Leadership questions with a free account
5
More topics1 question · ~9 min
Optimize a Slow Database QueryHard

Tests database performance troubleshooting and ability to improve query efficiency.

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