Lead, Machine Learning Engineering & AI Research

Company: 1910 Genetics
Location: Cambridge
Posted on: February 15, 2021

Job Description:

Lead, Machine Learning Engineering & AI Research Computation--is revolutionizing drug discovery. Advances in big chemical data, massive--computing--power, artificial intelligence, and molecular dynamics simulation are changing the way we develop new drugs. At 1910 Genetics, we put--computation--at the--heart--of drug discovery, blending expertise in--computational--chemistry, structural biology, pharmacology, genetics, data science, and software engineering to develop drugs for previously undruggable targets. You are someone we can count on to...

• Act as both an Individual Contributor (IC), who can roll up her sleeve, and play an important role in our mission to use AI/ML to develop drugs against historically difficult disease targets, as well as a Leader who can build and grow the ML Engineering & AI Research team over time You will own...
  • Proposal of innovative AI/ML models that address specific use cases in our drug discovery process
  • Development and launch prototype models
  • Productionization of AI/ML models on AWS
  • The company's AWS Infrastructure
  • The growth of the ML Engineering & AI Research team You will teach...
    • Your cross-disciplinary colleagues from Computational Chemistry, Medicinal Chemistry, Computational Biology, Cell Biology, and Pharmacology, how AI/ML can solve important problems for them You will learn...
      • The process of drug discovery and development You will improve...
        • Our existing process for incorporating AI/ML into drug discovery Within 1 month you will...
          • Form a view on which AI/ML models address the highest need use cases in our drug discovery process
          • Begin prototyping AI/ML models on AWS Within 3 months you will...
            • Productionize AI/ML models on AWS that would become a cornerstone of the company's drug discovery efforts Within 6 months you will...
              • Continue improving the first set of production-grade AI/ML models on AWS
              • Build and productionize improved AI/ML models on AWS to harmonize, and accelerate our drug discovery process Within 12 months you will...
                • Grow the team with new hires including ML Engineers, AI Researchers, and Product Managers This is an exciting time to join a fast growing startup on a mission to save human lives. If you enjoy working on important problems with a small team of passionate and fun individuals, come join us! Extremely generous equity package coupled with competitive salary

Keywords: 1910 Genetics, Cambridge , Lead, Machine Learning Engineering & AI Research, Engineering , Cambridge, Massachusetts