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Healthcare Data Science Leader

2 weeks ago

Ahmedabad, Gujarat, India OmniMD Full time
Job Description

We are seeking a seasoned Data Scientist to lead data-driven projects addressing complex healthcare challenges. The ideal candidate will have a proven track record of developing and deploying machine learning models, leveraging large language models (LLMs), retrieval-augmented generation (RAG), and utilizing MLOps to optimize and scale solutions in the healthcare domain.

Key Responsibilities:

  • Design, develop, and deploy predictive and prescriptive models to address healthcare-specific challenges, such as patient care optimization, resource allocation, and disease progression forecasting.
  • Leverage deep learning frameworks, generative AI techniques, and RAG to create innovative healthcare solutions, including but not limited to LLM-powered tools for clinical decision support or automated patient engagement systems.
  • Analyze structured and unstructured healthcare datasets to uncover actionable insights that improve patient care and operational efficiency.
  • Collaborate with cross-functional teams, including clinicians, administrators, and IT, to translate data findings into actionable strategies.
  • Implement machine learning operations (MLOps) pipelines for model training, validation, deployment, and monitoring to ensure scalability and reliability in production environments.
  • Mentor junior data scientists and contribute to a culture of continuous learning and innovation within the organization.
  • Partner with stakeholders to understand their needs and ensure data science initiatives align with strategic goals.