HCA Healthcare's Care Transformation and Innovation (CT&I) team needs to deliver Data Science products by integrating digital and AI technologies into care, requiring technical and organizational leadership to align long-term data science initiatives with product roadmaps and business requirements.
Requirements
- 4+ years of overall experience in various aspects of data science and machine learning with demonstrated progressive responsibilities; particularly in Predictive Modeling, Optimization and/or Operations Research
- Expert experience in SQL and Python
- Experience with structured and unstructured data (ie. tabular, text, images, video, etc)
- Experience with SQL relational and non-relational databases
- Experience with data processing and ETL tools (e.g Apache Spark)
- Experience with data visualization and data monitoring tools
- Experience with Infrastructure as Code (IAC) such as Terraform, Github Actions, and Docker
Responsibilities
- Lead, research, strategize, design, implement, document and evangelize Data Science products from incubation to deployment to monitoring.
- Facilitate the delivery of enterprise wide, production grade, and accurate data science products by establishing and standardizing tooling and process frameworks for best practices that produce maintainable code, automated testing, and CI/CD.
- Provide technical code review for delivery work; ensure adherence to Responsible AI framework, ensure model interpretability, explainability, and model KPIs (both functional and non-functional)
- Manage, mentor, and coordinate the team of data scientists, product managers, analysts, and vendors/contractors to meet project goals and expectations.
- Facilitate the team to master full stack technical capabilities.
- Deep dive with Data Scientists on the design and performance of AI services.
- Explain data science approach and results to Business and IT stakeholders in understandable terms.
Other
- Manager, Data Science is a technical managerial position that provides technical and organizational leadership to deliver Data Science products.
- This person engages with department leadership to understand strategy to align long term data science initiatives and budgets with product roadmaps and business requirements.
- This person guides planning, development, and implementation of components with the Data Science team.
- This role is expected to drive a positive change throughout the organization (both Business and Technology) and is expected to show empathy for the stakeholders and build products which deliver a delightful experience.
- Strong leadership skills with a proven track record of motivating, mentoring, and managing multidisciplinary data science and engineering teams
