Matterhorn Studio
Machine Learning Scientist (Open)
How your CV stacks up
Upload your CV to see how well it fits this job role
?%
Machine Learning Scientist (General Interest)
Aug 1, 2024
We are looking for a Machine Learning Scientist in Bayesian Optimisation.
You will be working closely together with scientists in the materials space to build machine learning models (OptApps) that will inform laboratory experimentation schedules, anywhere from complete-manual to fully self-driving.
Specifically, there will be an emphasis on identifying, implementing, and testing models for concrete sciences, e.g. as described in https://arxiv.org/abs/2310.18288.
Reasons to use Rodeo
Start with a chat, not a search bar
Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.
It searches the market for you
Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.
Only hits
No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
Your Work Will Focus On
- Researching the right Bayesian Optimisation techniques for a variety of experimentation challenges: multi-fidelity, multi-source, multi-step (generally known as ‘grey-box’ methods, see https://arxiv.org/abs/2201.00272)
- Implementing these models for partners in the pharmaceuticals industry, focusing on ease of usability and interpretation
- Validating the effectiveness of the models and tackling deeper research challenges, with the opportunity to publish.
Get help with your application
Your very own career expert that helps elevate your application to the next level.
Requirements
You must have relevant experience in Machine Learning, specifically Bayesian Optimisation, at MSc/PhD level to complete the above work.
Location
Hybrid/Oxford/London (anywhere in the UK)
Matterhorn Studio is leading a paradigm shift towards peer-reviewed plug-in Bayesian Optimisation.
We’re looking forward to seeing how we can shape the future of material science together with you.
Contact Jakob at jakob@matterhorn.studio with a CV and a few ideas of who you’d approach the above work.
“It took my CV and asked me questions relevant to understanding what kind of jobs to suggest for me. Suggestions were almost perfect. Jobs were exactly what I’ve been looking for.”
Jessica, London
Skills
Location