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Prep plan
Updated weekly · Last refresh Oct 17

H2O.ai Software Engineer Interview Questions

The questions to prepare for a H2O.ai Software Engineer interview. Questions from real interview reports rank first. Updated daily.

50questions
~8htotal time
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1
CodingStart here. 22 questions · ~216 min
Two Sum with TargetEasy
Practice

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

Hash TablesArraysStringsH2O.ai
Implement Binary Search AlgorithmEasy
Practice

Write a binary search function to find a target value in a sorted array.

SearchingH2O.ai
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2
Execution4 questions · ~39 min
Explain REST vs SOAP ClearlyEasy

Explain RESTful APIs and SOAP clearly, focusing on practical differences that matter for delivery and integration decisions.

Trade-offsScope ManagementH2O.ai
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3
System Design4 questions · ~39 min
Design a Travel Recommendation PipelineHard

Design an end-to-end travel recommendation system with retrieval, ranking, feature pipelines, and online feedback loops.

Feature StoreRetrievalRecommendation SystemsH2O.ai
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4
SQL & Data Manipulation3 questions + 3 drills · ~59 min
5
Pipelines3 questions · ~29 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityH2O.ai
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6
Behavioral & Leadership11 questions · ~108 min
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7
More topics3 questions · ~29 min
Most Familiar Programming LanguageEasy

Tests your depth of comfort and likely effectiveness in implementation.

programming languagesH2O.ai
Process Inspection in ArduinoMedium

Assesses your embedded/Arduino understanding and ability to reason about runtime behavior.

H2O.ai
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.