Research Scientist - World Models
Description For Research Scientist - World Models
Google DeepMind is at the forefront of artificial intelligence research and development, working to advance the state of the art in AI technology. We're seeking a Senior Research Scientist to join an ambitious project focused on building generative models that simulate the physical world. This role is crucial in our journey towards artificial general intelligence through scaling pretraining on video and multimodal data.
The position offers an opportunity to work on world models that will power various domains, including visual reasoning and simulation, planning for embodied agents, and real-time interactive entertainment. You'll collaborate with prestigious teams like Gemini, Veo, and Genie, tackling critical new problems to scale world models to the highest levels of compute.
As a Research Scientist, you'll be responsible for implementing core infrastructure and conducting cutting-edge research in generative modeling. The role demands expertise in training world simulators at massive scale, developing metrics for physical intelligence, and working with multimodal language models. We emphasize simple, scalable methods and strong systems infrastructure.
The ideal candidate will have advanced education in computer science or machine learning, extensive experience with large-scale transformer models, and a proven track record in relevant research areas. You'll be joining a diverse team of scientists, engineers, and ML experts who value different perspectives and experiences.
The position offers competitive compensation ($136,000 - $245,000) plus bonus, equity, and benefits, reflecting the role's importance in advancing AI technology. Join us in creating extraordinary impact and pushing the boundaries of what's possible in artificial intelligence.
Responsibilities For Research Scientist - World Models
- Implement core infrastructure and conduct research to build generative models of the physical world
- Solve essential problems to train world simulators at massive scale
- Develop metrics and scaling laws for physical intelligence
- Curate and annotate training data
- Enable real-time interactive generation
- Study integration of world models with multimodal language models
- Work on systems for training multimodal transformers at massive scale
- Develop infrastructure for large-scale video data pipelines and annotation
- Optimize inference and distillation for real-time generation
Requirements For Research Scientist - World Models
- MSc or PhD in computer science or machine learning, or equivalent industry experience
- Experience with large-scale transformer models and/or large-scale data pipelines
- Track record of releases, publications, and/or open source projects relating to video generation, world models, multimodal language models, or transformer architectures
- Strong systems and engineering skills in deep learning frameworks like JAX or PyTorch
Benefits For Research Scientist - World Models
- bonus
- equity
- benefits
Jobs Related To Google DeepMind Research Scientist - World Models
