PostEra

Medicinal Chemistry powered by Machine Learning

Machine Learning Engineer

$120k - $180k / 0.05% - 0.20%
Location
Boston, MA / Remote
Job Type
Full-time
Experience
3+ years
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Alpha Lee
Alpha Lee
Founder

About the role

About the role

  • Work with our research and drug discovery teams to design, develop and implement state-of-the-art algorithms that solve challenging chemistry and drug design problems.
  • Collaborate with our engineering and drug discovery teams to deploy, integrate, and evaluate these algorithms into our platform.
  • Consistently hunt for new techniques to improve efficiency and keep the production models running smoothly and as intended when making updates.

Desired skills and experience

  • At least 1 year of industry experience developing, deploying, and maintaining AI/ML tools with cloud infrastructure, using PyTorch, Tensorflow, Sci-Kit Learn, or other deep learning libraries.
  • Proven competence in databases, API design, and CI/CD.
  • Comfort with modern development and deployment tools (Docker, Git, Linux, AWS).
  • Interest in working on chemistry and drug design problems.

Bonus

  • Experience in deploying ML models in chemistry or drug design domains.
  • Follows deep learning research trends such as transformers and GNNs.
  • Hands-on Data Engineering experience with varied, unstructured and noisy datasets.
  • Knowledge of human-in-the-loop types of deployments.

About PostEra

PostEra is building a modern biopharma, using machine learning to accelerate medicinal chemistry. We have raised over $26M from top investors, established two strategic partnerships with Pfizer, secured a multi-year partnership with the NIH to prevent pandemics, and are in the process of building our internal pipeline. We also launched and help lead the world's largest open-science initiative to find a COVID antiviral; COVID Moonshot.

Why you should join PostEra

PostEra is building a modern 21st century biopharma. We’re using our advances in machine learning to close the Design-Make-Test cycle of Medicinal Chemistry and bring more cures to patients.

We've raised $26M from top tech/healthcare investors and signed over $370M in multi-year deals with partners like Pfizer and the NIH.

What are we working on?

  • Drug Discovery: We're developing our own pipeline of cures for diseases while also partnering with drug hunters like Pfizer to accelerate their drug discovery.
  • Manifold: The first-of-its-kind SaaS platform for scientists to get molecules made.
PostEra
Founded:2019
Team Size:21
Location:Boston
Founders
Alpha Lee
Alpha Lee
Founder
Aaron Morris
Aaron Morris
Founder
Matthew Robinson
Matthew Robinson
Founder