Data Scientist - Clinical and Operational AnalyticsVENESCO LLC • Dayton, OH, US
Data Scientist - Clinical and Operational Analytics
VENESCO LLC • Dayton, OH, US
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job_description.job_card.job_descriptionExperience with dashboard development and pretrained language models. Experience with dimensionality reduction and deep learning libraries (TensorFlow, PyTorch). Familiarity with human biology and performance. 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.
Job Description
Job Description
Description :
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 :
Key Tasks and Responsibilities :
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Data Scientist • Dayton, OH, US
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