Senior Solutions Architect – Performance AI for Autonomous Vehicles

NVIDIA Gruppe; Santa Clara (CA); On-site; USD 184,000 - 356,500; Full time

Benefits offered by this job

Equity

Benefits package

Job summary

NVIDIA seeks a Solutions Architect with a performance engineering background to accelerate Physical AI workloads for autonomous vehicles and robotics using NVIDIA's full-stack technologies.

You will engage AV application engineers, optimize GPU kernels, and collaborate across architecture, research, and system software teams to influence next-generation platforms and programming models. Equity and benefits are available."

Qualifications

• BSc/MSc/PhD or equivalent experience in a technical field.
• 8+ years of hands-on ML/DL performance engineering experience.
• Experience with C, C++, or Python and proficiency with Linux.
• Solid understanding of software development, programming techniques, and algorithms.
• Strong mathematical fundamentals including linear algebra and numerical methods.
• Background in parallel programming and HPC with GPU programming experience.
• Experience in distributed communication optimization is highly helpful.

Responsibilities

• Engage with AV application engineers to understand current and future problems; develop and improve parallel algorithms and data structures; provide efficient GPU solutions.
• Collaborate with architecture, research, libraries, tools, and system software teams to influence next-generation architectures and programming models.
• Engage in deep optimization of high-performance operators including GPU kernel optimization and compiler tuning to support NVIDIA libraries and open-source projects.
• Improve communication for Physical AI-related distributed transformer workloads using NCCL, NVSHMEM, and related tools.

Skills

C/C++/Python

Linux

GPU performance engineering

Parallel programming

ML/DL workloads

High-performance computing

Education

BSc/MSc/PhD or equivalent experience

Tools

Nsight System

Nsight Compute

CUDA

Job description

NVIDIA seeks a Solutions Architect with a performance engineering background to accelerate Physical AI workloads for autonomous vehicles and robotics using NVIDIA's full-stack technologies.

You will engage AV application engineers, optimize GPU kernels, and collaborate across architecture, research, and system software teams to influence next-generation platforms and programming models. Equity and benefits are available."