Machine Learning Scientist 5 - Studio Media Algorithms
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Die Stelle
Design, train/post-train/fine-tune, and evaluate foundational algorithmic solutions with applications in VFX, animation, and games.
Develop reusable components and best practices for dataset curation, large-scale training, and post-training workflows.
Collaborate cross-functionally with engineers, artists, and product leaders to identify and prioritize strategic research opportunities.
Expand technical depth into adjacent areas as business needs and technology evolve, with a focus on generative models (diffusion and autoregressive).
Own the full model development stack, including data curation, annotation, distributed training, post-training techniques, and robust evaluation.
Demonstrate strong mathematical foundations and deliver impactful results, contributing to scalable production tools using PyTorch or TensorFlow.
Develop reusable components and best practices for dataset curation, large-scale training, and post-training workflows.
Collaborate cross-functionally with engineers, artists, and product leaders to identify and prioritize strategic research opportunities.
Expand technical depth into adjacent areas as business needs and technology evolve, with a focus on generative models (diffusion and autoregressive).
Own the full model development stack, including data curation, annotation, distributed training, post-training techniques, and robust evaluation.
Demonstrate strong mathematical foundations and deliver impactful results, contributing to scalable production tools using PyTorch or TensorFlow.
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