Health IT Data Scientist

JOSEPH'S ASSOCIATES, INC.
United States
about 1 month ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Job source

Tech stack

Clinical Data Repository Data Cleansing Data Infrastructure Decision Support Systems Information Technology Operations Machine Learning Software Tools Computational Statistics Feature Engineering Model Validation

Job description

We are looking for a candidate to perform advanced statistical, analytical, predictive, and data-science work supporting Health IT operations, modernization, planning, and decision support. The Data Scientist develops, evaluates, validates, documents, and operationalizes approved analytical models and methods within authorized Government-managed environments., * Perform advanced exploratory, statistical, predictive, and quantitative analyses using Government-approved data.

  • Develop, test, validate, and document statistical, machine-learning, predictive, forecasting, classification, or other appropriate analytical models.
  • Perform feature engineering, model selection, model validation, performance assessment, and analytical sensitivity testing.
  • Develop reproducible analytical workflows, code, model documentation, data-preparation procedures, and supporting technical artifacts.
  • Evaluate model quality, limitations, assumptions, bias, reliability, interpretability, and suitability for intended uses.
  • Develop visualizations, analytical reports, model-performance summaries, and technical findings.
  • Collaborate with Data Engineers to operationalize Government-approved analytical models within authorized Government-managed environments and support scalability and maintainability.
  • Monitor approved analytical models and methods for performance degradation, changes in underlying data, or other conditions requiring reassessment.
  • Support data-quality assessment, analytical validation, and testing activities.
  • Translate complex analytical results into clear technical and executive-level information appropriate to the intended audience. Maintain documentation sufficient to support reproducibility, validation, governance, and applicable security and privacy requirements. *

Requirements

  • Demonstrated advanced experience in data science, statistics, predictive analytics, machine learning, or related quantitative disciplines.
  • Proficiency with analytical programming languages and applicable statistical, data-science, visualization, and modeling tools.
  • Knowledge of model development, validation, performance assessment, data preparation, and analytical governance.

  • Ability to communicate complex analytical concepts and results clearly to technical and nontechnical audiences.
  • Strong problem-solving, documentation, and analytical skills.
  • Experience with healthcare, Health IT, clinical data, or similarly complex regulated data environments is preferred.
  • U.S. Citizenship is required.
  • DHS Clearance is required.

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