Senior Machine Learning Engineer

3 weeks ago

Montreal, Canada Insilico Medicine Full time

Job Title:  Senior Machine Learning Engineer


About Insilico 


Insilico Medicine is an end-to-end, artificial intelligence (AI) -driven pharma- biotechnology company with a mission to accelerate drug discovery and development by leveraging our rapidly evolving, proprietary platform across biology, chemistry, and clinical development. 


For more info, visit our website 


About Role 


Insilico Medicine seeks a Senior Machine Learning Engineer  for the Chemistry42 product  a comprehensive small-molecule drug discovery platform.


Place of work


3710-1250 René-Lévesque West Boulevard, Montréal, QC-H3B 4W8, Canada


Reports to


ML team leader


Responsibilities

  • Conduct ideation, research, and development of state-of-the-art AI-driven systems for small molecule design.
  • Spearhead initiatives to advance and refine our suite of AI tools for small molecule generation, screening, simulation, and prediction.
  • Architect and engineer AI-powered feature prototypes for the Chemistry42 platform, enhancing product discovery and user growth.
  • Champion the optimization and support of critical AI components within the platform, ensuring scalability, efficiency, and effectiveness.


Requirements 


Education 

Ph.D. or M.S. in Computer Science, Artificial Intelligence, Data Science, Computational Chemistry, Medicinal Chemistry, or closely related fields


Experience and Required Skills  


  • At least five years of experience in ML engineering and Python
  • At least two years in a senior/lead position
  • Extensive experience and a strong background in AI/ML/DL: transformers, GNNs, diffusion models, RNNs, CNNs, GANs, VAEs, flow-based generative models, reinforcement learning, evolutionary algorithms
  • Be experienced in Pytorch, Numpy, Pandas, Scikit-Learn, LangChain, JupyterLab, Plotly, Git, AWS, W&B
  • An ability to quickly test hypotheses with prototypes for product R&D
  • Ability to work under pressure with tight deadlines
  • Motivation to learn new things fast and improve the product with AI solutions


Desirable Skills


  • Background in chemistry or chemoinformatics
  • Successful experience in ML competitions (Kaggle, etc.)
  • Proven track of publications in machine learning for drug discovery
  • Skills and mindset for feature/component/product ownership


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