Machine Learning Engineer, Product
Shoreditch, London or Bicester, Oxfordshire
Applications have closed
What you will do
- Help shape some of our key product engineering areas – software development standards, frameworks, testing and release process
- Work closely with our simulation engineers, data scientists and customers to develop an understanding of the physics and engineering challenges we are solving
- Work closely with product management to identify new opportunities for the product engineering team
- Design and develop python libraries that solve complex problems in applying machine learning to design and engineering
- Write high-quality code that allow us to create scalable and reliable machine learning libraries
- Use common libraries for 3D mesh data manipulation and deep learning such as PyVista, JAX, TensorFlow, PyTorch
- Explore new techniques and frameworks to integrate into our tech stack (as technology evolves, we strive for making relevant changes on our stack when needed)
What you bring to the table
- Enthusiasm about building machine learning products for science and engineering
- Degree in computer science, software engineering or equivalent
- 2+ years’ experience in a product engineering role, with exposure to:
- Implementing python libraries using OOP principles
- Using numerical and deep learning frameworks (e.g., JAX, TensorFlow, PyTorch)
- Applying software engineering principles around testing, code reviews and deployment
- Using distributed computing frameworks (e.g., Ray)
- Docker for development and deployment
- Using 3D mesh data manipulation frameworks (e.g., PyVista) is a plus
- Experience in CAD/CFD/FEA is a plus
- Being comfortable with deep learning algorithms and linear algebra is a plus
- Excellent collaboration and communication skills - with teams and users
What we offer
- Be part of something larger: Make an impact and meaningfully shape an early-stage company. Work on some of the most exciting and important topics there are. Do something you can be proud of
- Work with a fun group of colleagues that support you, challenge you and help you grow. We come from many different backgrounds, but what we have in common is the desire to operate at the very top of our fields and solve truly challenging problems in science and engineering. If you are similarly capable, caring and driven, you'll find yourself at home here
- Experience a truly flat hierarchy. Voicing your ideas is not only welcome but encouraged, especially when they challenge the status quo
- Work sustainably, striking the right balance between work and personal life. Be able to properly switch off in the evening and during weekends. What matters is the quality of our work
- Receive a competitive compensation and equity package, in addition to plenty of perks such as generous vacation and parental leave, complimentary office food, as well as fun outings and events
- Work in a flexible setting, with your choice of either our lovely London Shoreditch or Bicester Heritage offices to collaborate in, and a good proportion from home if so desired. Get the opportunity to occasionally visit our customers' engineering sites and experience first-hand how our work is transforming their ways of working
- Use first-class equipment for working in-office or remotely, including HPC
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: CAD Computer Science Deep Learning Docker Engineering HPC JAX Linear algebra Machine Learning Mathematics OOP Physics Python PyTorch Radar TensorFlow Testing
Perks/benefits: Career development Competitive pay Equity Flat hierarchy Flex hours Flex vacation Gear Medical leave Parental leave Startup environment Team events
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