Principal Data Scientist

1 day ago

Houston, Texas, United States MD Anderson Center Full time
Job Description

The MD Anderson Center is seeking a highly skilled Principal Data Scientist to lead the development and deployment of innovative generative AI models across the organization.

This role is critical to our mission to eliminate cancer through outstanding programs that integrate patient care, research, prevention, and education.

The successful candidate will be responsible for developing and implementing advanced AI models, collaborating with clinical and business professionals, and ensuring the seamless deployment and maintenance of AI solutions within our infrastructure.

Key Responsibilities:

  • Develop and implement state-of-the-art machine learning technologies, focusing on generative AI and multimodal models.
  • Lead the development and implementation of advanced foundational AI models, concentrating on imaging, text, structural data, time-series, and healthcare-related data types.
  • Collaborate with clinical experts, business stakeholders, data scientists, and machine learning engineers to gather requirements, deploy, and maintain foundation and generative AI models in production environments.
  • Engage with academic data scientists and clinical researchers to explore novel AI approaches and use-cases, facilitating the transition from research algorithms to practical healthcare solutions.
  • Document and manage detailed records of model development, maintain rigorous testing and validation protocols, and ensure AI solutions are aligned with regulatory standards and ethical guidelines.

Requirements:

  • Seven years of experience in scientific software or industry programming with a concentration in scientific computing.
  • Master's degree in Biomedical Engineering, Electrical Engineering, Computer Engineering, Physics, Applied Mathematics, Science, Engineering, Computer Science, Statistics, Computational Biology, or related field.
  • Strong proficiency in Python and either C++ or C#, with practical knowledge of TensorFlow, PyTorch, and Scikit-learn.
  • Knowledgeable about AI/ML platform infrastructure, including cloud and on-premises architectures.

Preferred Qualifications:

  • Two years in a technical leadership role, leading the technical execution for a project, providing mentorship, and working collaboratively within and across teams.
  • Doctorate in a related field.

MD Anderson Center is an equal opportunity employer.

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