Senior/Staff Machine Learning Engineer - 4D World Modeling & Generative AI
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The role
Lead the design, development, and deployment of 4D world models and generative systems for ultra-realistic, controllable sensor and semantics generation in simulation.
Architect scalable ML pipelines for training, evaluating, and deploying large-scale generative models, including distillation and quantization.
Build production-ready video generation techniques (diffusion, flow matching) to create dynamic, interactive environments.
Apply Vision-Language Models to enhance semantic understanding and controllability of world simulations.
Collaborate with research teams across the organization to translate state-of-the-art research into robust, production-ready solutions.
Mentor engineers on the team and contribute to technical leadership across projects.
Architect scalable ML pipelines for training, evaluating, and deploying large-scale generative models, including distillation and quantization.
Build production-ready video generation techniques (diffusion, flow matching) to create dynamic, interactive environments.
Apply Vision-Language Models to enhance semantic understanding and controllability of world simulations.
Collaborate with research teams across the organization to translate state-of-the-art research into robust, production-ready solutions.
Mentor engineers on the team and contribute to technical leadership across projects.
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