Cambridge Residency Programme
2 weeks ago
Machine learning is having a transformative effect on many research areas, fundamentally altering the way many problems are approached, and the scope of what is achievable.
Project Silica is developing a revolutionary storage technology by using femtosecond lasers to store data in glass.The project provides an unprecedented opportunity to completely re-think how storage systems are built, and build a storage technology that's end-to-end optimized solely for the cloud, from the materials level up to the user interface.
Machine learning plays a critical role in the development and existence of the technology, enabling unprecedented information densities to be recorded and successfully read back from glass, facilitating end-to-end optimization of the write and read processes across hardware and software, and more.
Responsibilities:
Qualifications:
Required/Minimum Qualifications:
- Completed (or ontrack to complete) a PhD in a relevant discipline.
- Knowledge of deep learning.
- Interest in applied research with real highworld impact.
- Strong software engineering skills and data analysis for rapid and accurate development.
- Creative and collaborative approach to problem solving.
Preferred/Additional Qualifications:
- Experience optimizing ML [particularly vision] models towards running in production on inferenceoptimized hardware.
- Publications in top tier conferences.
- Handson experience with current deep learning frameworks (e.g., PyTorch, Tensorflow, etc.).
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