What you will do
- Work closely with our simulation engineers, machine learning engineers and customers to develop an understanding of the physics and engineering challenges we are solving
- Build innovative models to predict the behaviour of physical systems leveraging state-of-the-art machine learning and deep learning techniques
- Own the delivery of data science workstreams
- Design, build and test data pipelines for machine learning that are reliable, scalable and easily deployable
- Discuss the results and implications of your work with your colleagues and our customers
- Contribute to our internal R&D and product work
What you bring to the table
- Enthusiasm about using machine learning, especially deep-learning and/or probabilistic methods, for science and engineering
- Ability to scope and effectively deliver projects
- Strong problem-solving skills and the ability to analyse issues, identify causes, and recommend solutions quickly
- Excellent collaboration and communication skills - with teams and customers alike
- Degree in computer science, machine learning, applied statistics, mathematics, physics, engineering or a related field
- 2+ years’ experience in a data-driven role, with exposure to:
- Building machine learning models and pipelines in Python, using common libraries and frameworks (e.g., NumPy, SciPy, Pandas, TensorFlow, PyTorch, Airflow), especially including deep-learning applications
- Software engineering concepts and best practices for collaborative programming (e.g., versioning, testing, deployment)
- Working in a cloud environment with one of the major cloud providers
- (Appreciated, but not a prerequisite) Simulations for FEA/CFD
What we offer
- Equity options – share in our success and growth.
- 10% employer pension contribution – invest in your future.
- Free office lunches – great food to fuel your workdays.
- Flexible working – balance your work and life in a way that works for you.
- Hybrid setup – enjoy our new Shoreditch office while keeping remote flexibility.
- Enhanced parental leave – support for life’s biggest milestones.
- Private healthcare – comprehensive coverage
- Personal development – access learning and training to help you grow.
- Work from anywhere – extend your remote setup to enjoy the sun or reconnect with loved ones.
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