Software Engineer, Machine Learning

11-50 employees
Cambridge, MA
Remote Work Possible? -
Software Engineering
Full-time employee
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At Reverie Labs, we’re building a pharmaceutical company from the ground up using computation—we’re a drug company that looks and feels like a tech company. We’re a team of engineers and machine learning researchers using cutting-edge tools to design new medicines.

Here’s a small sample of some of the hard tasks we solve to accomplish our goal of developing life-saving treatments for patients:

  • Developing new machine learning algorithms and architectures to model complex biological systems.
  • Translating state-of-the-art machine learning techniques designed to work on images, text, or audio into the domain of molecules.
  • Creating a large-scale distributed training and hyperparameter optimization system.
  • Using data mining and processing techniques to uncover new sources of data and clean our existing datasets.
  • Using predictive modeling to make critical decisions about which tests to run in the lab.


  • Deep Learning: Experience building CNNs, RNNs, etc. from scratch in a modern deep learning framework (Tensorflow, PyTorch, Caffe, etc.).
  • Classical ML: Experience with non-neural network deep learning models (random forests, SVM, etc.) and basic statistics.
  • Data Engineering: Experience building large-scale data processing pipelines feeding into and analyzing results from ML.
  • Experience with software development in Python.
  • BS/MS/PhD in Computer Science or a related field, or strong machine learning experience.

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