Research Scientist, Machine Learning, Small Molecule Drug Discovery

4 weeks ago

Cambridge, Massachusetts, United States Biogen Full time
About This Role

We are seeking a highly motivated Research Fellow to join our computational science group at Biogen. As a Research Fellow, you will design, develop, and apply new machine learning algorithms for small molecule drug discovery.

This 18-month position is designed to provide a unique opportunity for scientists to gain exposure to drug discovery and development and train in an industry research setting. You will collaborate closely with cross-functional teams across medicinal chemistry to solve complex problems, including molecular generation, property optimization, and synthesis accessibility.

Key Responsibilities

  • Develop and apply machine learning algorithms for small molecule drug discovery
  • Collaborate with cross-functional teams to solve complex problems
  • Drive publications in scientific journals and machine learning conferences
  • Present results at internal and external meetings

Requirements

  • Ph.D. in computer science or computational science field
  • 0-2 years of postdoctoral experience
  • Extensive experience in one of AI/ML fields, such as Large Language Models, Deep Generative Models, Geometric Deep Learning, and related areas
  • Proficiency in Python and at least one ML frameworks (PyTorch / TensorFlow)
  • Extensive hands-on coding and actively contribute to platform development
  • Track record of publications, and/or scientific presentations
  • Ability to work in a multidisciplinary team
  • Excellent oral and written communication skills

Preferred Qualifications

  • Hands-on experience in implementing deep learning models (e.g. Transformers, GNNs, RL)
  • Experience in solving real-world problems using deep learning in a multidisciplinary setting
  • Strong research interest in drug discovery
  • Experience with cheminformatics toolkits (RDKit/Schrodinger suite, etc)

About Biogen

We are a global team with a commitment to excellence and a pioneering spirit. As a mid-sized biotechnology company, we provide the stability and resources of a well-established business while fostering an environment where individual contributions make a significant impact. Our team encompasses some of the most talented and passionate achievers who have unparalleled opportunities for learning, growth, and expanding their skills. Above all, we work together to deliver life-changing medicines, with every role playing a vital part in our mission.

We are committed to building on our culture of inclusion and belonging that reflects the communities where we operate and the patients we serve. We know that diverse backgrounds, cultures, and perspectives make us a stronger and more innovative company, and we are focused on building teams where every employee feels empowered and inspired.

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