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Updated weekly · Last refresh Oct 17

Sony Research Scientist Interview Questions

The questions to prepare for a Sony Research Scientist interview. Questions from real interview reports rank first. Updated daily.

28questions
~4htotal time
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1
CodingStart here. 4 questions · ~37 min
Longest Unique Substring in EnoMedium
Practice

Use a sliding window and hash map to find the longest substring without repeated characters in a string.

Hash TablesStringsTwo PointersSony
Detect Cycles in GraphsMedium

Explain how to detect cycles in directed and undirected graphs using DFS, recursion state, and parent tracking.

RecursionSearchingGraphsSony
Directed Graph Cycle DetectionMedium
Practice

Determine whether a directed graph contains a cycle using DFS or topological sorting.

RecursionGraphsSony
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2
Machine Learning8 questions · ~74 min
CNNs vs Transformers for VisionMedium

Compare CNN and Transformer architectures for vision, and explain when each is the better model choice.

Neural NetworksFeature EngineeringDeep LearningSony
Vanishing Gradients in Deep NetworksMedium

Explain vanishing gradients in deep networks and how residual connections, batch normalization, and activation choice improve training.

Neural NetworksDeep LearningGradient DescentSony
Self-Supervised and RegularizationHard

Evaluates understanding of training paradigms, regularization choices, and deployment-focused compression.

Sony
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3
Behavioral & Leadership14 questions · ~130 min
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4
More topics2 questions · ~19 min
Optimize CPU-Bound Python PipelineHard

Tests your performance engineering skills and ability to identify bottlenecks and apply effective mitigations.

data engineeringpython serviceperformance analysisSony
Neural Networks and Deep Learning FundamentalsEasy

Tests your depth of understanding and ability to explain core concepts clearly.

Neural NetworksDeep Learningtechnical experienceSony
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