Senior Machine Learning Scientist
VANCOUVER, BC (OR REMOTE) / 7+ YRS EXPERIENCE
Learn More: Senior Machine Learning ScientistSmall molecule drug discovery is one of the most exciting open problems in machine learning. Significant advances would reduce ten years and two billion dollars currently required to develop a new drug, and save countless lives. The available datasets are large enough to benefit from sophisticated deep learning architectures, but small enough that models can…
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At Variational AI we are guided by trying to answer the question: how many life-saving blockbuster drugs exist in chemical space just waiting to be discovered?
But finding the right molecules that could become drugs is impossible using the screening and brute-force methods the drug industry uses today. Chemical space is simply too vast. Our answer is to leverage a powerful new form of machine learning known as generative AI to free us from reliance on screening and libraries, both experimental and virtual, to generate de novo molecules with all the optimized properties to discover efficacious, safe, and synthesizable small molecule therapeutics in a fraction of the time and cost as the status quo.
Our answer is not screen molecules, but to create them. We have built a platform to do this called Enki, and we are starting with oncology.