PA Health & Wellness · 1 day ago
Senior IT Data Scientist
Texas, United States
Full-time
Onsite
Mid, Senior Level
$103K/yr - $190K/yr
4+ years expPA Health & Wellness is a diversified national organization focused on improving health outcomes for its 28 million members through technology. The Senior IT Data Scientist will design and develop scalable AI and machine learning solutions, conduct research, and work closely with internal customers to leverage AI/ML capabilities for business decisions.
FitnessHealth CareWellness
Responsibilities
Participates in model brainstorming conversations with new potential internal customers interested in AI/ML capabilities
Works alongside internal customers that are requesting AI/ML capabilities to understand overall business objective & impact when requesting an AI/ML model
Analyzes use cases of ML algorithms and apply findings to enable business decisions by deriving insights through data visualization
Writing moderately complex SQL and Python/R code to extract data from a variety of databases and data sources
Explores and visualizes data to gain an understanding of it and verify data quality, and/or ensure data quality via data cleaning
Conduct exploratory data analysis from complex data sources and build key data sets to support company mission operational analysis
Builds ML/AI models using common methods within R and Python
Analyzes the ML algorithms that could be used to solve a given problem and rank them by their success probability
Analyzes errors of the model and design strategies to overcome errors
Develop logging, alerting, and mitigation strategies for handling model errors
Development of AI/ML models to distinguish relevant content or events and recognize patterns
Designs and develops AI/ML models to predict member outcomes or future impact of key member decisions
Evaluate and design experiments to monitor key model metrics and identify improvement opportunities
Participate in presentations and communicate results of research analysis and findings to non-technical business partners
Produces fairness review for each developed model, to ensure model is free of bias
Set up continuous integration/continuous deployment (CI/CD) pipelines used for model automation
Model deployment with containers such as Kubernetes and/or Docker
Produce clean & readable code that has been properly unit tested and optimized for performance
Completes proper deployment integration testing to ensure seamless deployment
Maintains and supports AI/ML patterns by reviewing and solving issues and running ML/AI models
Assists in leading team-wide initiatives that help develop templates and define best practices to improve model building and deployment workflow (ex. Model drift detection)
Performs other duties as assigned
Complies with all policies and standards
Qualification
Required
A Bachelor's degree in a quantitative or business field (e.g., statistics, mathematics, engineering, computer science)
4 – 6 years of related experience
4+ years Intermediate knowledge & experience with SQL required
4+ years Experience in developing Machine Learning/AI/Predictive models in R or Python required
4+ years Intermediate knowledge of Git required
Experience using Databricks Platform
Preferred
Experience with SQL (Programming Language)
Experience with Machine Learning; Machine Learning Algorithms; Statistics
Knowledge of Python (Programming Language); R (Programming Language)
Experience with Continuous Integration; Software Engineering
Benefits
Competitive pay
Health insurance
401K and stock purchase plans
Tuition reimbursement
Paid time off plus holidays
Flexible approach to work with remote, hybrid, field or office work schedules
Company
PA Health & Wellness
Established to deliver quality healthcare in the state of Pennsylvania through local, regional and community-based resources, PA Health & Wellness is a Managed Care Organization and subsidiary of Centene Corporation (Centene).
501-1000 employees
Funding
Current Stage
Late StageLeadership Team
Justin Davis
President and Chief Executive Officer
Recent News
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