Senior Integration Engineer, End-to-End Driving Models

NVIDIA Corporation; Santa Clara (CA); Presencial; USD 184 000 - 288 000; Tempo integral

Resumo da oferta

NVIDIA Corporation is seeking a Senior Integration Engineer to accelerate end-to-end autonomous driving model integration across training, simulation, and production vehicle platforms. You will work across model development, data, simulation, systems software, and vehicle engineering to deliver reliable, high-performance driving functionality on NVIDIA hardware.

You will integrate models with vehicle interfaces and testing environments, establish contracts, and optimize inference to meet

Qualificações

• PhD with 1+ year, MS with 3+ years, or BS (or equivalent experience) with 5+ years of relevant experience in Computer Science, Computer Engineering, Robotics, Machine Learning, or a related field.
• Strong C++ programming, software architecture, debugging, and performance-analysis skills, and model inference technologies such as CUDA and TensorRT.
• Proficiency in Python and experience working with modern machine-learning frameworks such as PyTorch.

Responsabilidades

• Integrate learned driving models with vehicle interfaces, sensors, localization, mapping, safety systems, and other autonomous driving components.
• Establish model input, output, timing, state-management, and runtime interface contracts.
• Partner with model developers to improve model quality, debuggability, runtime behavior, and readiness for deployment.
• Investigate discrepancies between model behavior in development environments and on target vehicle platforms.
• Optimize model inference and surrounding software to meet latency, throughput, memory, determinism, and power requirements.
• Develop tools and metrics for evaluating driving quality, safety, robustness, and regression performance at scale.
• Perform in-vehicle testing, collect and analyze driving data, and complete autonomous driving missions.
• Develop high-quality production code in C++ and Python using CUDA and other GPU-accelerated technologies.

Conhecimentos

C++ programming

software architecture

debugging

performance analysis

Python

model inference

Formação académica

PhD in CS/Engineering

MS in CS/Engineering

BS in CS/Engineering

Ferramentas

CUDA

TensorRT

PyTorch

Linux

QNX

Descrição da oferta de emprego

NVIDIA Corporation is seeking a Senior Integration Engineer to accelerate end-to-end autonomous driving model integration across training, simulation, and production vehicle platforms. You will work across model development, data, simulation, systems software, and vehicle engineering to deliver reliable, high-performance driving functionality on NVIDIA hardware.

You will integrate models with vehicle interfaces and testing environments, establish contracts, and optimize inference to meet