Senior Software Engineer, Machine Learning Inference
NVIDIA · Santa Clara, CA · 3 wk ago
HybridEngineeringFull-time
About the role
NVIDIA is seeking talented and motivated engineers to join the TensorRT team in developing the industry-leading deep learning inference software for NVIDIA AI accelerators. As a Senior Software Engineer in the TensorRT team, you will be responsible for designing and implementing inference software optimizations to power AI applications on NVIDIA GPUs.
Responsibilities
- Design, develop and optimize NVIDIA TensorRT and TensorRT-LLM to supercharge inference applications for datacenter, workstations, and PCs
- Develop software in C++, Python, and CUDA for seamless and efficient deployment of state-of-the-art LLMs and Generative AI models
- Collaborate with deep learning experts and GPU architects throughout the company to influence Hardware and Software design for inference
Requirements
- BS, MS, PhD or equivalent experience in Computer Science, Computer Engineering or a related field
- 4+ years of software development experience on a large codebase or project
- Strong proficiency in C++ (required), Rust or Python programming languages
- Experience in developing Deep Learning Frameworks, Compilers, or System Software
- Excellent problem-solving skills and passion to learn and work effectively in a fast-paced, collaborative environment
- Strong communication skills and the ability to articulate complex technical concepts
Preferred qualifications
- Experience in developing inference backends and compilers for GPUs
- Knowledge of Machine Learning techniques and GPU programming with CUDA or OpenCL
- Background in working with LLM inference frameworks like TensorRT-LLM, vLLM, SGLang
- Experience working with deep learning frameworks like TensorRT, PyTorch, JAX
- Knowledge of close-to-metal performance analysis, optimization techniques, and tools
Compensation
- Base salary range: $152,000 - $241,500 USD for Level 3
- Base salary range: $184,000 - $287,500 USD for Level 4
- Eligible for equity and benefits