Nvidia Software Engineer Interview Questions
Preparing for NVIDIA Software Engineer interview questions means getting ready for a blend of rigorous CS fundamentals, system-level thinking, and domain-specific engineering. NVIDIA often evaluates candidates on data structures and algorithms,
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Explain container image flow in CI/CD
Scenario Walk through what happens in a typical CI/CD pipeline that builds and deploys a containerized service. Questions 1. During CI, how is a conta...
Solve small string and API tasks
You are given three small programming tasks (typical “easy” difficulty). Implement each as a function. Task 1: Validate parentheses Given a string s c...
Explain virtual machines and concurrency basics
Topics Answer at a senior-engineer depth. Use diagrams or step-by-step reasoning as needed. 1) Virtual machines (VMs) - What is a VM and what problem ...
Design first-time Kubernetes deployment in new cloud
Scenario You need to stand up a new compute cluster on a new cloud account/subscription (greenfield). The team wants a simplified, practical plan for ...
Design and implement an LRU cache
Problem Design and implement an LRU (Least Recently Used) Cache that supports the following operations in O(1) average time: - get(key) → returns the ...
Introduce yourself for a senior role
Prompt You’re interviewing for a senior engineering role. 1. Give a concise self-introduction (2–3 minutes). 2. Highlight 1–2 impactful projects, your...
How would you optimize large-scale training/inference?
You’re discussing your experience with large-scale model training and inference on GPUs. The interviewer wants you to proactively cover optimization t...
Explain Amdahl’s law and GPU matmul optimization
Answer the following systems/performance fundamentals questions (as in a GPU/ML infra interview). Assume a modern NVIDIA-like GPU architecture unless ...
Compute top-N items from log stream
Problem You are given application logs containing events with an itemId. Each log line may contain extra fields, but you can extract the itemId from e...
Solve anagram grouping and in-place allocator
You are asked to solve two coding tasks. 1) Group anagrams Given an array of strings strs, group the strings that are anagrams of each other. - Two st...
Implement simple VM manager with CRUD operations
You are asked to implement a simple in-memory virtual machine (VM) manager that can: - List all VMs - Add (create) a new VM - Modify (update) an exist...
Optimize a small-string C++ class
You are implementing a high-performance C/C++ string type that uses a small-string optimization: short strings are stored inline in a fixed buffer, an...
Find minimum time to cross bridge with flashlight
A group of people must cross a bridge at night with one flashlight. The bridge can hold at most two people at a time. - If two people cross together, ...
Derive MLP shapes and explain PyTorch broadcasting
You are given a standard MLP layer (fully connected layer) used in deep learning. 1. Write the forward computation for a linear layer with bias. 2. Gi...
Explain Transformers and QKV matrices
Transformer Self-Attention: Q, K, V, Multi-Head, and Positional Encoding Context: You are given a sequence of token embeddings X (length n, model dime...
Identify impactful blog content pillars
Content Pillars for a Developer-Facing Software Product Blog (Beyond Performance) Context You are planning the editorial strategy for a developer-focu...
Implement core graph algorithms for graphics
Given a scene or dependency graph, implement topological sort, BFS/DFS, and shortest path (Dijkstra). Discuss time/space complexity, memory layouts (C...
Build a Jenkins CI for graphics tests
Take‑Home: Design a Jenkins Pipeline for GPU Graphics Test Matrix Context You need to design a Jenkins-based CI/CD system that builds a graphics appli...
Discuss activities, role, and project deep dive
Behavioral Onsite Prompt — Role Walkthrough, Project Deep Dive, and Professional Growth Context: You are interviewing for a Software Engineer role. Pr...
Find all unique triplets summing to zero
Problem Given an integer array nums, return all unique triplets [nums[i], nums[j], nums[k]] such that: - i, j, and k are distinct indices (i != j != k...