Extropic is a company focused on accelerating probabilistic inference through innovative hardware. They are seeking a Senior Research Scientist specializing in Machine Learning to lead research in probabilistic ML theory, optimize models, and collaborate with a diverse team to implement and evaluate new architectures.
Responsibilities:
- Collaborate with senior researchers, residents, engineers, and physicists to derive the theory of new probabilistic models and their learning rules, including energy-based models and diffusion models
- Scale up experimentation infrastructure and optimize over the design space of models
- Implement, visualize, and evaluate new architectures, training algorithms, and benchmarks
- Publish papers, contribute to open source, and communicate design insights to our hardware team
- Create production models for domain experts using customer data