Physics-Informed AI/ML Research Scientist — Design & Simulation

PowerToFly; England; On-site; GBP 40,000 - 60,000; Full time

Job summary

A leading design software company in the UK is seeking experienced Research Scientists to advance physics-informed AI algorithms. You'll collaborate with a multi-disciplinary team and contribute to innovative design and engineering tools. Ideal candidates will hold an advanced degree in a relevant field, possess strong computational physics knowledge, and have significant experience with machine learning. You will be expected to publish findings and work closely with product teams to integrate research into real-world applications.

Benefits

Health/Dental/Vision/Life Insurance

Work-Life Balance

Paid volunteer time off

6 week paid sabbatical every 4 years

Employee Resource Groups

A 'week of rest' at year's end

Qualifications

• Strong publication history in relevant conferences and journals.
• Experience creating and training machine learning models at scale.
• Ability to articulate how physics-informed AI methods relate to numerical methods.

Responsibilities

• Research and implement physics-informed AI algorithms.
• Design and build AI workflows and data pipelines.
• Consult with product teams on research implementation.

Skills

Computational physics

Machine learning

AI algorithms

Python

C++

Communications skills

Education

Advanced degree in Computer Science, Engineering, Physics, or Applied Mathematics

Tools

PyTorch

TensorFlow

Flax

Job description

A leading design software company in the UK is seeking experienced Research Scientists to advance physics-informed AI algorithms. You'll collaborate with a multi-disciplinary team and contribute to innovative design and engineering tools. Ideal candidates will hold an advanced degree in a relevant field, possess strong computational physics knowledge, and have significant experience with machine learning. You will be expected to publish findings and work closely with product teams to integrate research into real-world applications.