Data Scientist

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

• 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.
• 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, at our lovely London Shoreditch office, 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