Machine Learning Engineer, Product
June 15
🔄 Hybrid – London
Description
• 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)
Requirements
• 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 • Experience applying DL or NN model architectures to geometric data (e.g., graph neural networks) • Extensive experience with numerical and DL libraries (e.g., JAX and PyTorch) • Using distributed computing frameworks (e.g., Ray) • Docker for development and deployment • Experience in CAD/CFD/FEA is a plus • Excellent collaboration and communication skills - with teams and users
Benefits
• 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 • 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. • 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
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