Research Scientist - Machine Learning

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