Research Scientist, Gemini Diffusion, DeepMind
Core
Drive novel research to advance frontier AI models, specifically text diffusion, by solving key scientific challenges and developing new architectures.
Role type
Senior IC research scientist (generative AI/diffusion models)
Builds
New architectures and algorithms for large-scale diffusion models
Domain
Artificial Intelligence / Machine Learning / Generative AI
Deliverable
production ML models
Required skills
Machine learning theory, diffusion models, transformers, LLMs, distributed training, Python, NumPy, SciPy, JAX, TensorFlow, linear algebra, calculus
Preferred skills
C++, data engineering, visualization, large-scale system design, distributed systems, distributed computation on accelerators, software development
Technologies
JAX, TensorFlow, NumPy, SciPy
Responsibilities
Drive novel and disruptive research to advance frontier AI models, particularly within text diffusion; Prototype and develop new architectures and algorithms for Gemini Diffusion; Validate theoretical and practical impact of research at scale through experimental design and analysis; Advance fundamental architecture and algorithmic design of large-scale diffusion models; Collaborate with Generative AI teams to transition research technologies into production