ML Research Engineer Position

1 week ago


London, Greater London, United Kingdom Rain AI Full time
About the Job

We are seeking a highly skilled ML Research Engineer to join our team at Rain AI. The successful candidate will help develop a software framework for Equilibrium Propagation (EP) in PyTorch, enabling scaling of EP to large networks and datasets.

Responsibilities
  • Developing a software framework for simulations of EP in PyTorch
  • Developing unit tests and establishing a working pipeline for contributing to the framework
  • Making the framework parallelizable on multiple GPUs
  • Developing tools to store experimental results and schedule experiments
  • Conducting research related to the software framework, including benchmarking EP against backpropagation
Requirements
  • MS or PhD in Computer Science, Machine Learning, or similar field
  • Experience with deep learning frameworks such as PyTorch
  • Experience with implementing and training large models on GPU clusters
Preferred Qualifications
  • Understanding of deep learning models and their applications
  • Familiarity with Bilevel Optimization and Equilibrium Propagation
  • Top-tier publication record in Machine Learning conferences and journals
Compensation

The estimated salary for this position is $150,000 - $200,000 per year, depending on experience and qualifications.



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