Nvidia Coding & Algorithms Interview Questions
NVIDIA Coding & Algorithms interview questions focus on classical algorithmic skill delivered with an engineering lens tuned to performance. Expect problems on arrays, strings, graphs, trees, hashing, heaps, dynamic programming and bit manipulation, but often with constraints that mirror production needs: tight time and memory budgets, in-place or streaming solutions, and follow-ups that push for lower constants or parallel/vectorized approaches. Interviews evaluate problem decomposition, algorithmic correctness, complexity reasoning, clean and maintainable code, and the ability to explain trade-offs — plus, for many roles, an awareness of hardware and memory behavior that affects real-world performance. Typical loops begin with an online assessment or phone screen and move to multiple timed coding rounds that blend whiteboard-style design, live coding and scenario-driven follow-ups. For effective interview preparation, practice medium-to-hard problems under time limits, master core patterns and data structures in your primary language, rehearse clear verbal explanations, and simulate follow-ups that tighten constraints or require memory-efficient implementations. Pair practice with mock interviews and targeted drills on vectorization and low-level performance when applying to hardware- or ML-adjacent teams.

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Compute top-N items from log stream
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Reverse linked lists, including k-group
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Design and explain robust web APIs for ML inference
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Implement CUDA-tiled matrix multiplication and explain architecture
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Explain a shader compiler pipeline
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Find Top K Frequent Elements
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Optimize CUDA GEMM with tiling and coalescing
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Design and secure a REST inference API
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Solve unique triplets summing to target
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Design algorithms for test scheduling
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