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Updated weekly · Last refresh Aug 30

Exscientia Software Engineer Interview Questions

The questions to prepare for a Exscientia Software Engineer interview. Questions from real interview reports rank first. Updated weekly.

30questions
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1
CodingStart here. 7 questions · ~64 min
Reverse a Linked ListEasy
Practice

Reverse a singly linked list in place using pointer manipulation.

RecursionLinked ListsExscientia
Two Sum ProblemEasy
Practice

Find two indices in an array whose values add up to a target using a hash map.

Hash TablesArraysTwo PointersExscientia
Time Complexity of Sorting AlgorithmsEasy

Compare common sorting algorithms by best, average, and worst-case time complexity and explain when each is appropriate.

MathArraysSortingExscientia
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2
Execution3 questions · ~28 min
Design a Scalable ApplicationEasy

Explain how you would design a scalable application, including trade-offs, risks, stakeholder needs, and how you define success.

Trade-offsRisk AssessmentScope ManagementExscientia
Design Microservices ArchitectureHard

Tests tradeoffs in designing scalable, reliable microservices and operational concerns.

Trade-offsRisk AssessmentScope ManagementExscientia
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3
Behavioral & Leadership17 questions · ~156 min
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4
More topics3 questions · ~28 min
Cleaning Missing Values in PipelinesEasy

Approach for handling missing values in a pipeline with data quality checks and repeatable transformations.

Data WranglingETLQualityExscientia
Integrate ML into ProductionHard

Tests system design for deploying ML reliably with monitoring, versioning, and feedback loops.

ML RankingFeature StoreModel ServingExscientia
Large-Scale Data Processing DesignHard

Tests ability to design pipelines for throughput, reliability, and scalability.

InfrastructureBatch ProcessingData ModelingExscientia

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