Principal Computational Scientist

Posted:
8/2/2024, 3:33:07 AM

Location(s):
Massachusetts, United States ⋅ Cambridge, Massachusetts, United States

Experience Level(s):
Senior

Field(s):
AI & Machine Learning

What if... you could use biomolecular design to have direct impact across an entire ecosystem of life science companies?

The Role

Flagship Pioneering’s Pioneering Intelligence (PI) initiative is seeking a talented Principal Scientist to join our Molecular Modeling & Design (MMD) team. MMD is creating a center of excellence for biomolecular design, building a platform for design that incorporates the latest AI and structure-based technologies and leveraging that platform to accelerate innovation across Flagship’s entire venture ecosystem. MMD collaborates with the AI scientists in PI’s Labs team to bring the bleeding edge of AI science & engineering to bear on the life sciences

Responsibilities:

  • Work with the PI team to identify, create, implement, benchmark, and scale techniques at the intersection of biophysics and AI for molecular design.
  • Work on projects within the Flagship ecosystem to deliver state-of-the-art computational strategies that are tailored to venture’s scientific and business needs.
  • Develop, test, deploy and maintain industry quality pipelines on cloud infrastructure.

Qualifications:

  • PhD in biochemistry, biophysics, bioinformatics, computational chemistry, computer science, AI/ML, or a related discipline solving biological problems using computational approaches.
  • Demonstrated experience with computational approaches to the modeling, simulation, and design of biomolecules (proteins, peptides, DNA/RNA, small molecules, etc.).
  • Demonstrated experience in a programming language such as Python, C/C++, Jave, etc.

Preferred:

  • 5+ years industry experience.
  • Experience with modeling and design software such as:
    • Rosetta, OpenMM, GROMACS, Schrodinger, Discovery Studio, MOE, etc.
    • RFDiffusion, ProteinMPNN, Chroma, AlphaFold, ESMFold, RoseTTAFold, etc.
  • Experience applying language models to biomolecular design.
  • Experience developing novel AI, structure, or sequence-based methods for biomolecular design.
  • Experience developing or utilizing AI-derived force fields.
  • Experience performing molecular dynamics simulations and dynamics-based calculations such as FEP.
  • Experience with bioinformatics approaches for analyzing sequences.
  • Experience with modern frameworks for deep learning and machine learning, e.g. PyTorch, JAX, SageMaker, etc.
  • Experience with modern software development and cloud services, e.g. Git, Docker, AWS Batch, Step Functions, EKS, etc.

About Flagship

Flagship Pioneering is a bioplatform innovation company that invents and builds platform companies, each with the potential for multiple products that transform human health or sustainability. Since its launch in 2000, Flagship has originated and fostered more than 100 scientific ventures, resulting in more than $90 billion in aggregate value. Many of the companies Flagship has founded have addressed humanity’s most urgent challenges: vaccinating billions of people against COVID-19, curing intractable diseases, improving human health, preempting illness, and feeding the world by improving the resiliency and sustainability of agriculture.  Flagship has been recognized twice on FORTUNE’s “Change the World” list, an annual ranking of companies that have made a positive social and environmental impact through activities that are part of their core business strategies, and has been twice named to Fast Company’s annual list of the World’s Most Innovative Companies. Learn more about Flagship at www.flagshippioneering.com.

Flagship Pioneering and our ecosystem companies are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. 

At Flagship, we recognize there is no perfect candidate. If you have some of the experience listed above but not all, please apply anyway. Experience comes in many forms, skills are transferable, and passion goes a long way. We are dedicated to building diverse and inclusive teams and look forward to learning more about your unique background.

Recruitment & Staffing Agencies: Flagship Pioneering and its affiliated Flagship Lab companies (collectively, “FSP”) do not accept unsolicited resumes from any source other than candidates. The submission of unsolicited resumes by recruitment or staffing agencies to FSP or its employees is strictly prohibited unless contacted directly by Flagship Pioneering’s internal Talent Acquisition team. Any resume submitted by an agency in the absence of a signed agreement will automatically become the property of FSP, and FSP will not owe any referral or other fees with respect thereto.