Remote Lead Data Scientist - Healthcare AI & Production ML

HCA Healthcare, Inc.; Nashville (TN); Presencial; USD 140.000 - 190.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Medical coverage

401(k) with match

Stock purchase plan

Descripción de la vacante

HCA Healthcare, Inc. is seeking a Lead Data Scientist to join the CTI team. You will drive production-grade data science solutions, from incubation to deployment, leveraging AI/ML across healthcare data domains.

You will design data pipelines, build predictive models, and collaborate with engineers, data scientists, and product managers to deliver impactful data products that improve patient outcomes and care delivery.

Formación

• 6+ years of data science and machine learning experience (Lead level).
• Expert experience in SQL and Python.
• Experience with structured and unstructured data (tabular, text, images, video).
• 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 modern software engineering practices (CI/CD).
• Experience with Docker.
• Experience with cloud deployments in GCP or another cloud platform.
• Experience with Agile development methods and tools (Azure DevOps).
• Excellent communication and collaboration skills across teams.

Responsabilidades

• DATA INJECTION: Design and implement incoming data for feature engineering and ML.
• FEATURE CREATION AND TRANSFORMATION: Create features with predictive power using healthcare data knowledge.
• FEATURE EXTRACTION AND SELECTION: Extract features using PCA, text analytics, clustering for scalability.
• EXPLORATORY DATA ANALYSIS: Identify patterns and relationships to align features with ML methods.
• MODEL EXPERIMENTATION: Develop, tune, and optimize predictive models.
• DELIVERY: Deploy code using best practices.
• DOCUMENTATION: Document data science strategies and insights.
• MONITORING: Build and maintain enterprise-grade pipelines and models.
• DATA AND OUTPUT QUALITY: Ensure data integrity throughout the process.
• PRODUCT DEVELOPMENT MINDSET: Collaborate with stakeholders to deliver high-quality data products.

Conocimientos

SQL

Python

Communication

Healthcare domain

Storytelling with data

Herramientas

Docker

Apache Spark

Azure DevOps

Google Cloud Platform

Descripción del empleo

HCA Healthcare, Inc. is seeking a Lead Data Scientist to join the CTI team. You will drive production-grade data science solutions, from incubation to deployment, leveraging AI/ML across healthcare data domains.

You will design data pipelines, build predictive models, and collaborate with engineers, data scientists, and product managers to deliver impactful data products that improve patient outcomes and care delivery.