Machine Learning Engineer, Data Curation - Autonomous Vehicles
nvidiaSanta Clara, CA
Machine Learning Engineer, Data Curation - Autonomous Vehicles
nvidiaSanta Clara, CALead L6
Research and Development in the Physical, Engineering, and Life SciencesComputer Systems Design ServicesAutomobile and Light Duty Motor Vehicle Manufacturing
Overview:
In this role you apply state-of-the-art deep learning and multimodal methods to build, evaluate, and curate large driving datasets and ground truth for autonomous vehicles. You work closely with researchers to translate research ideas into robust, production-ready ML systems that support perception, prediction, planning, and control. You will shape data strategies, scalable pipelines, and vision-language models to enable scalable scenario coverage. This is a chance to impact real-world autonomous driving products at scale and collaborate with top experts. Compensation / Benefits equity comprehensive benefits package competitive salaries
Responsibilities:
Stay current with cutting-edge deep learning research and implement new ideas Collaborate with researchers and engineers to convert research into industrial-strength ML models From initial evaluation to shipping, take ideas through the development lifecycle Define, collect, and curate training/evaluation datasets emphasizing scenario coverage and label quality Develop vision-language models and embeddings for scenario search, classification, and automated data curation Build training pipelines and scalable inference systems (PyTorch, TensorFlow, TensorRT, Python, C++)
Key requirements:
PhD with 1+ year or MS with 5+ years of relevant experience in CS/Engineering or related field Proven experience building robust software Passion for AI in robotics and autonomous navigation Strong mathematical background Experience in Deep Learning / Machine Learning Background in Computer Vision and/or multimodal learning Programming and debugging skills in C++ and/or Python Good communication and analytical skills Ability to work with multiple teams in a dynamic environment strong communication analytical mindset collaboration with cross-functional teams PyTorch TensorFlow TensorRT
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Level
Lead L6
Location
Santa Clara, CA
Occupation
Computer and Information Research Scientists
Industry
Research and Development in the Physical, Engineering, and Life Sciences
Posted
today