Senior GPU Inference Engineer — TensorRT & Compiler

NVIDIA Corporation; United States; Hybrid; USD 152,000 - 288,000; Full time

Benefits offered by this job

Equity (RSU)

Benefits

Job summary

NVIDIA is seeking talented software engineers to join the TensorRT team to advance high-performance AI inference on NVIDIA GPUs. As a Senior Software Engineer, you will develop advanced GPU inference software for TensorRT and drive compiler optimizations, code generation, and performance improvements.

You will collaborate with GPU architects, kernel developers, and ML experts to push the limits of generative AI inference.

Qualifications

• BS, MS, or PhD in Computer Science, Computer Engineering, or a related field, or equivalent experience.
• 4+ years of relevant software development experience, including contributions to a substantial codebase or project.
• Strong proficiency in C++ and experience building performance-critical software.
• Understanding of GPU architecture and parallel programming concepts, including memory hierarchies, thread execution, synchronization, and resource utilization.
• A rigorous approach to performance analysis and debugging, with the ability to validate numerical correctness and explain performance tradeoffs.
• Strong problem-solving and communication skills, and the ability to work independently and collaborate across teams.

Responsibilities

• Design and implement efficient GPU code generation techniques in TensorRT that balance generated code performance, compilation overhead, and startup latency.
• Develop compiler optimizations, including operator fusion, dynamic scheduling, and specialization for model shapes, data types, and GPU architectures.
• Profile workloads and analyze generated GPU code to identify bottlenecks and guide compiler and runtime improvements.
• Develop robust, maintainable software in C++, and Python for tooling, testing, and performance analysis.
• Collaborate with GPU architects, kernel developers, compiler engineers, and deep learning experts to guide hardware and software design.

Skills

C++

GPU optimization

Compiler development

Performance analysis

Python

Communication

Education

BS/MS/PhD in Computer Science or Computer Engineering

Tools

CUDA

Triton

CuTe DSL

CUTLASS

MLIR

Nsight

PyTorch

JAX

ONNX Runtime

Job description

NVIDIA is seeking talented software engineers to join the TensorRT team to advance high-performance AI inference on NVIDIA GPUs. As a Senior Software Engineer, you will develop advanced GPU inference software for TensorRT and drive compiler optimizations, code generation, and performance improvements.

You will collaborate with GPU architects, kernel developers, and ML experts to push the limits of generative AI inference.