Physics-ML Research Engineer for Production AI

present of AI; Greater London; Hybrid; GBP 90,000 - 130,000; Full time

Job summary

BeyondMath seeks a senior researcher to design and train foundation-style physics models that accelerate engineering simulations. You will work on geometry handling, large-scale training, and fast inference for industrial customers, shipping models rather than keeping them in the lab.

You will mentor teammates, establish research standards, and ensure results obey physical laws while delivering reliable production-ready solutions.

Qualifications

• Several years of ML research with a strong publication record.
• Deep expertise in PyTorch or JAX for physics-informed modeling.
• Experience training models across multiple GPUs and shipping to production.

Responsibilities

• Design and train new foundation-style physics models.
• Ensure models run reliably inside a real product.
• Mentor others and set research standards.

Skills

PyTorch

JAX

Distributed GPUs

Physics-ML

FNO

PINNs

TensorFlow

C++

CUDA

Model deployment

Tools

CUDA

GPU clusters

Job description

BeyondMath seeks a senior researcher to design and train foundation-style physics models that accelerate engineering simulations. You will work on geometry handling, large-scale training, and fast inference for industrial customers, shipping models rather than keeping them in the lab.

You will mentor teammates, establish research standards, and ensure results obey physical laws while delivering reliable production-ready solutions.