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Full-Time

Machine Learning Scientist

Protein Design

Confirmed live in the last 24 hours

Flagship Pioneering

Flagship Pioneering

501-1,000 employees

Biotechnology firm creating health and sustainability solutions

Venture Capital

Expert

Cambridge, MA, USA

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Python
Git
Pytorch
Docker
Requirements
  • Ph.D. in Computational Biology, Bioengineering, Computer Science or a related field
  • Experience with macromolecular modeling, docking, and protein design
  • Experience with Rosetta is highly preferred
  • Experience in Molecular Dynamics is a plus
  • Experience with modeling and design of antibodies or antibody-like molecules
  • Experience with state-of-the-art protein design deep learning tools
  • Experience developing machine learning models in the context of protein design or protein property prediction
  • Familiarity with modern deep learning architectures
  • Mastery of Python and PyTorch
  • Experience with git, docker, cloud computing, and software development best practices
  • Excellent communication, organizational, and problem-solving skills
Responsibilities
  • Design, implement, and evaluate methodologies for structure-based protein design
  • Collaborate with pre-clinical team to design and optimize molecules for therapeutic program aims
  • Collaborate with platform scientists to define and generate training and validation data for optimal method development
  • Maintain up-to-date on state-of-the-art macromolecular modeling and machine learning advances

Flagship Pioneering fosters a culture of groundbreaking advancements in biotechnology, emphasizing an ecosystem approach that synergizes human health and sustainability. Their business model not only focuses on creating transformative products but also incubates leading companies like Moderna and Indigo Agriculture, positioning them at the forefront of scientific innovation and industry leadership. This approach offers employees a unique opportunity to be part of a pioneering team that drives real-world impacts across multiple sectors.

Company Stage

N/A

Total Funding

$6.4B

Headquarters

Cambridge, Massachusetts

Founded

2000

Growth & Insights
Headcount

6 month growth

8%

1 year growth

14%

2 year growth

34%