Senior ML Engineer - Perception & Multi-Sensor Fusion

NVIDIA; Massachusetts; Presencial; USD 184.000 - 357.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Equity

Benefits

Descripción de la vacante

NVIDIA DRIVE AV is seeking senior Machine Learning Engineers with a strong background in computer vision and LiDAR/camera perception to advance autonomous driving. You will design, train, and optimize ML models for perception and multi-sensor fusion, and translate them into high-performance production C++ code on the NVIDIA DRIVE AV platform.

You will own ML workflows from data pipelines to model metrics, collaborate with LiDAR and camera teams, and keep pace with the latest ML developments to

Formación

• MS or PhD in Computer Science, Engineering, or a related field, or equivalent experience.
• 8+ years of relevant proven industry experience applying machine learning to address real-world problems.
• Strong C++ and Python programming and debugging skills with experience in developing for large, complex systems.
• Deep practical experience applying machine learning to lidar/camera perception and multi-sensor fusion in automotive or related fields.
• Experience with deep learning frameworks (e.g., PyTorch, TensorFlow) and a strong understanding of the mathematical foundations of ML.
• Building and sustaining training and essential metric workflows for large-scale datasets.
• Excellent communication and analytical skills. Self-motivated drive to solve hard problems.

Responsabilidades

• Model Development: Design, train, and optimize ML models for LiDAR/camera perception and multi-sensor fusion.
• Develop and coordinate ML workflows, including data pipelines, model metrics, and instrumentation.
• Productization: Translate models into production-ready C++ code on the NVIDIA DRIVE AV platform.
• Innovation: Incorporate state-of-the-art ML techniques to improve platform performance.
• Collaborate with LiDAR/camera teams, engineers, and managers to deliver reliable autonomous-driving solutions.

Conocimientos

C++

Python

Machine Learning

Computer Vision

LiDAR perception

Multi-sensor fusion

PyTorch

TensorFlow

TensorRT

Educación

MS/PhD in Computer Science or Engineering

Herramientas

PyTorch

TensorFlow

TensorRT

CUDA

Descripción del empleo

NVIDIA DRIVE AV is seeking senior Machine Learning Engineers with a strong background in computer vision and LiDAR/camera perception to advance autonomous driving. You will design, train, and optimize ML models for perception and multi-sensor fusion, and translate them into high-performance production C++ code on the NVIDIA DRIVE AV platform.

You will own ML workflows from data pipelines to model metrics, collaborate with LiDAR and camera teams, and keep pace with the latest ML developments to