Principal Research Scientist (AI)

TL;DR

Principal Research Scientist (AI/Physics): Building an AI-driven simulation software stack for advanced engineering and manufacturing with an accent on translating physical challenges into mathematical problem formulations. Focus on developing state-of-the-art deep learning models for spatiotemporal and geometric data to optimize industrial design and operations.

Location: Hybrid (Must be based in London, UK)

Company

Deep-tech company building AI-driven simulation software for high-fidelity multi-physics simulation in Aerospace, Defense, Energy, and Automotive industries.

What you will do

• Own high-level research work-streams, defining technical direction and strategic roadmaps.
• Translate complex physics and engineering challenges into mathematical problem formulations.
• Develop predictive models for physical systems using state-of-the-art machine learning and deep learning.
• Collaborate with ML and simulation engineers to translate research models into production-ready code.
• Mentor junior team members and contribute to the overall research group strategy and culture.
• Publish findings in academic venues and present work at industry workshops and customer meetings.

Requirements

• PhD in Computer Science, ML, Applied Statistics, Mathematics, Physics, or Engineering.
• Expertise in neural operators, geometric deep learning, or generative models for geometry and spatiotemporal data.
• Minimum 4+ years of professional industry experience in a data-driven role.
• Strong proficiency in Python, PyTorch, CUDA, NumPy, and SciPy (exposure to JAX is a plus).
• Proven publication record in top-tier venues such as NeurIPS, ICML, ICLR, or CVPR.
• Excellent collaboration and communication skills for both technical and non-technical audiences.

Culture & Benefits

• Equity options and a 10% employer pension contribution.
• Hybrid work model combining home office with time at the Shoreditch office.
• Comprehensive health support including private medical insurance and Wellhub subscription.
• Generous parental leave (3 months paternity / 6 months maternity) and YellowNest nursery scheme.
• 25 days of annual leave plus public holidays.
• Perks including free office lunches, Bike2Work scheme, and Octopus EV salary sacrifice.