Full-Time

AI/ML Engineer

Computational Biology

Confirmed live in the last 24 hours

Flagship Pioneering

Flagship Pioneering

201-500 employees

Biotechnology firm creating health and sustainability solutions

Biotechnology
Healthcare

Mid, Senior, Expert

Boston, MA, USA

Category
Applied Machine Learning
AI Research
Computational Biology
AI & Machine Learning
Biology & Biotech
Required Skills
Rust
Python
Tensorflow
R
Keras
Pytorch
AWS
C/C++
Requirements
  • PhD. or M.S in computational sciences (e.g. computer science, physics, mathematics, computational biology) preferably with applications in biology. Industry experience (2+ for Ph.D. and 5+ for M.S preferred).
  • Experience in applying ML techniques and/or deep learning to one or more of the following: omics data analysis, binder design, building knowledge bases etc. Expertise in at least one deep learning library - PyTorch, Tensorflow, JAX, keras required.
  • Coding experience (Python, Rust, C++, R or other languages) Experience with cloud computing (AWS), MLOps, next-generation-sequencing (NGS), single-cell genomics is a plus.
  • Must have a positive "can do" attitude, be a team player, show excellent judgment as well as work well independently.
  • Strong organizational, analytical, and problem-solving skills.
  • Ability to thrive in a fast-paced, multidisciplinary, and rapidly growing biotech environment.
  • Instinctive team player with excellent communication skills and precise attention to detail.
Responsibilities
  • Develop and maintain novel AI/ML predictive models.
  • Lead the engineering efforts in creating and implementing methodologies and workflows for ML/Generative AI model development, LLM advancements.
  • Use publicly available and proprietary data to build AI pipelines and models for a variety of use-cases including prediction of drug targets and generation of target-binding antibodies.
  • Actively participate in designing experimental approaches to generate relevant data as well as to validate computational insights.
  • Develop computational frameworks to systematically characterize results from machine learning models from a biological perspective and provide feedback on improving the models.
  • Contribute new ideas, strategies, and approaches that further the company's goals.
  • Create concise data visualizations and communicate complex results to an interdisciplinary audience.

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

$10.2B

Headquarters

Cambridge, Massachusetts

Founded

2000

Simplify Jobs

Simplify's Take

What believers are saying

  • Strategic partnership with Pfizer enhances drug discovery and development capabilities.
  • Recent leadership appointments strengthen Flagship's executive team.
  • Launch of Mirai Bio expands genetic medicine development capabilities.

What critics are saying

  • Dependence on strategic partnerships may limit independent growth.
  • High competition in biotech innovation could impact Flagship's market position.
  • Regulatory challenges in drug development could delay product launches.

What makes Flagship Pioneering unique

  • Flagship Pioneering creates first-in-category ventures in health and sustainability.
  • The company uses an evolutionary methodology for transformational outcomes.
  • Flagship combines innovation, leadership, and capital management in a single enterprise.

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