Senior/Staff ML Engineer, 3D/4D World Modeling, Simulation
仕事内容
You will lead the design, development and deployment of cutting-edge 4D world models and generative systems for ultra-realistic and controllable sensor and semantic generation in simulation.
Architect scalable ML pipelines for training, evaluating, and deploying large-scale generative models, including techniques like model distillation and quantization.
Build and scale production-ready video generation techniques (e.g., diffusion, flow matching) to create dynamic and interactive simulation environments.
Apply Vision Language Models (VLMs) to enhance the semantic understanding and controllability of world simulation products.
Partner with world-class research teams to translate state-of-the-art research in 4D world modeling and generative AI into robust, production-ready solutions.
Mentor and provide technical guidance to other engineers on the team.
Architect scalable ML pipelines for training, evaluating, and deploying large-scale generative models, including techniques like model distillation and quantization.
Build and scale production-ready video generation techniques (e.g., diffusion, flow matching) to create dynamic and interactive simulation environments.
Apply Vision Language Models (VLMs) to enhance the semantic understanding and controllability of world simulation products.
Partner with world-class research teams to translate state-of-the-art research in 4D world modeling and generative AI into robust, production-ready solutions.
Mentor and provide technical guidance to other engineers on the team.
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