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Machine Learning Software Engineer

Compass Consulting Group

Machine Learning Software Engineer

South San Francisco, CA
Full Time
Paid
  • Responsibilities

    Job Description

    Our client is a leading biotechnology company that discovers, develops, manufactures and commercializes medicines to treat patients with serious or life-threatening medical conditions. They are among the world's leading biotech companies, with multiple products on the market and a promising development pipeline.

    Summary:

    • Computational technologies are increasingly a core part of drug discovery and development. We are on a mission to leverage big data, massive computing power, as well as advanced AI algorithms to provide far more therapies at far less cost to society.
    • We are seeking Machine Learning Engineers reporting to the head of AI and Cloud Engineering.
    • The AI & Cloud Engineering (ACE) group breaks new ground in applying advanced AI methods including Deep Neural Network to clinical datasets to support clinical decisions, operational decisions, patient response and safety prediction, and personalized medicine clinical development.
    • The Machine Learning Engineer will primarily be responsible for the training, validation, and deployment state of the art machine learning models on large-scale datasets in collaboration with AI scientists and other collaborators.

    We:

    • Have a very ownership-driven culture. We provide and expect ownership, freedom, and responsibility of all team members.
    • Are solution focused. Solving the underlying problem is more valuable than writing lots of code.
    • Have a good sense of humor.
    • Want to make a positive difference in society.

    Minimum Qualifications:

    • MS or PhD in computer science or engineering or a related field.
    • Solid experience in writing clean, efficient, and sustainable code in Python.
    • Experience working in a team to solve analytical problems using quantitative approaches.
    • Hands-on experience with data modeling and analysis.
    • Demonstrated ability to design, implement, and scale machine learning workflows, including deployment and delivery of production-ready model APIs.
    • Demonstrated proficiency with version control systems and automated software testing and delivery.
    • Experience with AI/ML frameworks such as TensorFlow or PyTorch.
    • Proficiency with containerized workflows and architectures.
    • 3+ years of professional experience within the full software development lifecycle from planning through deployment and maintenance.
    • Able to present your work, both verbally and in writing, to diverse audiences including scientists, technical colleagues, and management.

    Preferred Qualifications:

    • Relevant experience with a proven track record in healthcare-related, computer vision, or medical imaging projects.
    • Publication at peer-reviewed journals and conferences.

    Company Description

    The Compass Group is a management consulting and search firm comprised of seasoned industry executives who care deeply about helping our clients meet their goals. We ensure our business partners not only have a sound strategy, but one where their teams can execute in the real world. Serving the biotech, pharmaceutical and medical products industries, Compass focuses in two critical arenas: Strategic Consulting & Staffing and Search.