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Data Scientist Clinical and Operational Analytics

Data Scientist Clinical and Operational Analytics

VenescoDayton, Ohio, United States
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Develop and deploy machine learning models to support clinical and operational decision-making. Work with large datasets to extract insights and support predictive analytics for human performance and health.

Requirements

Mandatory Qualifications :

  • Bachelor’s degree in a quantitative field (e.g., Computer Science, Applied Math).
  • 3+ years of experience in predictive analytics.
  • Proficiency in Python, NumPy, Pandas, Matplotlib, and Scikit-learn.
  • Ability to explain and implement ML algorithms from scratch.
  • Signed NDA and HIPAA training required upon start.

Desired Qualifications :

  • Experience with dashboard development and pretrained language models.
  • Experience with dimensionality reduction and deep learning libraries (TensorFlow, PyTorch).
  • Familiarity with human biology and performance.

    • Key Tasks and Responsibilities :

  • Develop and tune unsupervised tree-based clustering models.
  • Implement decision trees, k-NN, and optimized list sorting algorithms.
  • Generate and minimize distance matrices using vectorized code.
  • Collaborate with software engineers and maintain HIPAA compliance.
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    Data Scientist • Dayton, Ohio, United States