Senior ML Engineer — Autonomous Driving & Prediction

NVIDIA Corporation; California; Presencial; USD 224 000 - 357 000; Tempo integral

Vantagens oferecidas por esta oferta de emprego

Equity

Benefits

Resumo da oferta

NVIDIA Corporation is seeking a highly experienced ML/AI researcher or engineer to design end-to-end solutions for autonomous driving prediction and perception systems. The role emphasizes deep learning, PyTorch proficiency, and collaboration with data teams to ensure robust, scalable models across varied environments.

The candidate will contribute to research, development, and productization, focusing on safety, latency, and real-time performance, with equity and benefits included.

Qualificações

• PhD with 6+ years, MS with 10+ years, or BS with 12+ years of meaningful experience in Computer Science, Computer Engineering, or a related field.
• Hands-on work in developing deep learning models and algorithms, proficient with deep learning frameworks such as PyTorch.
• Experience in data-driven development and collaboration with data/ground-truth teams.
• Strong programming skills in Python and/or C++.
• Outstanding communication and teamwork in a tightly-knit team.

Responsabilidades

• Design end-to-end solutions for Prediction and AV stack using state-of-the-art ML techniques for agents prediction across driving environments.
• Conduct applied research and development of innovative deep learning models, including end-to-end models.
• Develop generalizable approaches to support diverse ODDs and Country/region expansion.
• Lead data-driven development with large data collection and labeling teams to improve prediction accuracy.
• Leverage data simulation and augmentation for extreme scenarios.
• Productize solutions meeting safety, latency, and software robustness requirements.

Conhecimentos

Python

C++

Deep learning

PyTorch

Communication

Teamwork

Formação académica

PhD in CS/CE or related field

MS in CS/CE

BS in CS/CE

Ferramentas

PyTorch

Descrição da oferta de emprego

NVIDIA Corporation is seeking a highly experienced ML/AI researcher or engineer to design end-to-end solutions for autonomous driving prediction and perception systems. The role emphasizes deep learning, PyTorch proficiency, and collaboration with data teams to ensure robust, scalable models across varied environments.

The candidate will contribute to research, development, and productization, focusing on safety, latency, and real-time performance, with equity and benefits included.