Urgent Requirement: Machine Learning

Company: InfoSmart Technologies Inc
Location: San Francisco, California, United States
Type: Full-time
Posted: 26.JUL.2021

Summary

* You will join the department of AI/ML within Research Biology. You will collaborate with scientists working on different areas of machine ...

Description

  • You will join the department of AI/ML within Research Biology. You will collaborate with scientists working on different areas of machine learning and the life sciences.
  • You will closely collaborate with machine learning scientists, computational chemists and bioinformaticians across departments in the organization.
  • You will develop and deploy deep learning methods for representation learning of small molecules and prediction of chemical properties.
  • The work will also involve software development, infrastructure and hardware optimizations, data pipelining, and innovations to implement robust AI solutions for real world use cases.

Qualifications

  • MSc or PhD degree in a quantitative field (e.g. Computer Science, Computational Chemistry, Machine Learning, Statistics, Mathematics, Physics).
  • Demonstrated experience with deep learning frameworks and models (PyTorch is preferred).
  • Proficient in Python.
  • Demonstrated experience in software development, GPU acceleration, model optimization and scaling for multiple server nodes.
  • Excellent communication and collaboration skills.

Additional desired qualifications

  • Industry experience as data scientist or ML engineer in a healthcare company.
  • Experience in deep learning for graph-based and/or sequence-based data.
  • Experience in deep learning for small molecules.

- provided by Dice

 
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