Senior ML & Simulation Engineer for AV RL at Scale (Equity)

NVIDIA Gruppe; Santa Clara (CA); On-site; USD 224,000 - 356,500; Full time

Job summary

NVIDIA Gruppe in Santa Clara is seeking exceptional Senior Machine Learning and Simulation Engineers for their Autonomous Vehicles (AV) Simulation team. In this role, you will lead the design and development of large-scale RL training frameworks to enhance multi-modal AV models, focusing on simulation accuracy and performance.

The ideal candidate has over 12 years of experience in ML training, simulating AV systems, and must be proficient in C++ and Python. The position offers a base salary range of 224,000 USD - 356,500 USD for Level 5, with additional equity and benefits.

Qualifications

• 12+ years of relevant professional experience encompassing large-scale ML training, AV systems, simulation, and AI infrastructure development.
• Extensive experience with High-Performance Computing (HPC) environments.
• Experience in RL infrastructure or general LLM training/fine-tuning infrastructure in industry.

Responsibilities

• Lead the design and development of large-scale RL training frameworks.
• Design, build, and optimize simulation and data processing pipelines.
• Ensure reliability and performance of training workflows on large GPU clusters.

Skills

Deep proficiency in RL algorithms

Exceptional programming skills in C++ and Python

Experience with large-scale GPU clusters

Hyperparameter tuning and reward function design

Large-scale ML training experience

Education

Bachelor's degree in Computer Science, Robotics, Engineering, or related field

Tools

Kubernetes

SLURM

Job description

NVIDIA Gruppe in Santa Clara is seeking exceptional Senior Machine Learning and Simulation Engineers for their Autonomous Vehicles (AV) Simulation team. In this role, you will lead the design and development of large-scale RL training frameworks to enhance multi-modal AV models, focusing on simulation accuracy and performance.

The ideal candidate has over 12 years of experience in ML training, simulating AV systems, and must be proficient in C++ and Python. The position offers a base salary range of 224,000 USD - 356,500 USD for Level 5, with additional equity and benefits.