Ellison Institute of Technology Oxford

Research Engineer

Ellison Institute of Technology Oxford

full-time

Posted on:

Origin:  • 🇬🇧 United Kingdom

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Job Level

Mid-LevelSenior

Tech Stack

PyTorch

About the role

  • Work with large-scale datasets from multiple modalities including biomolecular data (proteins, DNA), 2D/3D images, and graph-structured data.
  • Design and implement advanced ML architectures and workflows, including multimodal generative models and physics-based modelling.
  • Develop robust model evaluation pipelines.
  • Optimize model architectures for performance and reliability.
  • Drive best practices in code quality, reproducibility, and collaboration.
  • Build and maintain large-scale ML systems that process biomolecule datasets.
  • Work with domain specialists to incorporate wet lab data and HPC simulations.
  • Help build and maintain large-scale generative models of molecular data.

Requirements

  • Advanced degree in Computer Science, Physics, Chemistry, or Materials Science with a strong ML focus.
  • Hands-on experience in GPU-based computing, HPC integrations, and distributed system architectures.
  • Proficiency with deep learning frameworks (e.g. PyTorch) and scientific software (e.g., molecular simulation).
  • Strong understanding of data modeling and pipeline optimization for large-scale experiments.
  • Ability to collaborate effectively with multidisciplinary teams and communicate complex concepts clearly.