2 of 2 Remote Physics Jobs in Tyne and Wear

the underlying mathematics before any code is written. The Role You'll be developing core components of our AI model, engaging in hands-on work at the intersection of physics, mathematics, and ML engineering. This isn't purely theoretical research. You'll own significant pieces of our model architecture from mathematical foundations through implementation and optimisation. Small, high-calibre team … opportunities to build and lead teams. We're hiring immediately. What You'll Actually Do Derive mathematical formulations of abstract concepts. Design and implement novel learning approaches informed by physics and mathematics. Take concepts from statistical mechanics, information theory, and dynamic systems to construct first principles algorithms. Optimise using advanced mathematical structures, such as tensor networks, and techniques like reinforcement … includes mathematical derivations and performance optimisation. You'll need to be comfortable moving between theory and systems-level engineering within the same afternoon. Required Qualifications Education & Experience: PhD in Physics: Theoretical/Statistical/Computational/Applied/Mathematical/Quantum/etc. 3+ years of post-PhD experience applying physics in industry or research settings. Non-academic research experience More ❯

Company Description Vertus is dedicated to advancing artificial intelligence and institutional quantitative infrastructure. Our systems process billions in daily capital transactions, blending cutting-edge AI research with real-world applications. We focus on developing foundation models capable of reasoning under More ❯