AI Research Scientist

6 days ago


London, Greater London, United Kingdom Pangea Biological Full time
Role Overview

We are seeking an experienced Research Scientist to support a cutting-edge project focused on implementing and scaling AI/ML technologies for mass spectrum prediction of natural product chemical structures.

Responsibilities
  • Conduct a comprehensive analysis of the mass spectrometry application space and current machine learning landscape.
  • Conduct literature research and data selection to support model development and validation processes.
  • Benchmark existing tools and evaluate their performance to inform new methodologies development.
  • Implement and optimize AI/ML models for mass spectrum prediction.
  • Collaborate with the AI team to integrate prediction models with the PangeAI platform.
  • Document research findings and progress, present results to internal teams and external partners as required.
Requirements
  • Proven experience in developing and deploying AI/ML models, specifically Graph Neural Networks, Transformer Models, and ViTs.
  • MSc in Computer Science, Bioinformatics, Cheminformatics, Chemistry, or related field with focus on AI/ML applications.
  • Basic understanding of mass spectrometry data analysis and chemical structure prediction.
  • Proficiency in programming languages such as Python and relevant AI/ML frameworks (TensorFlow, PyTorch).
  • Strong communication skills in English, both written and verbal.
Compensation and Benefits

This role offers a competitive salary range of $120,000 - $180,000 per annum, depending on experience, plus benefits and opportunities for growth within the company.



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