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HCA Healthcare

Lead Data Scientist

Nashville, TN, United States

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Job details

Experience: 6+ years of overall experience in various aspects of data science and machine learning (for Lead level)
Posting language: English
Posted: Nov 12, 2026

Original job description

Introduction

Do you want to join an organization that invests in you as a Lead Data Scientist? At HCA, you come first. HCA Healthcare has committed up to $300 million in programs to support our incredible team members over the course of three years.

Benefits

Work from Home, offers a total rewards package that supports the health, life, career and retirement of our colleagues. The available plans and programs include:

Comprehensive medical coverage that covers many common services at no cost or for a low copay. Plans include prescription drug and behavioral health coverage as well as free telemedicine services and free AirMed medical transportation.
Additional options for dental and vision benefits, life and disability coverage, flexible spending accounts, supplemental health protection plans (accident, critical illness, hospital indemnity), auto and home insurance, identity theft protection, legal counseling, long-term care coverage, moving assistance, pet insurance and more.
Free counseling services and resources for emotional, physical and financial wellbeing
401(k) Plan with a 100% match on 3% to 9% of pay (based on years of service)
Employee Stock Purchase Plan with 10% off HCA Healthcare stock
Family support through fertility and family building benefits with Progyny and adoption assistance.
Referral services for child, elder and pet care, home and auto repair, event planning and more
Consumer discounts through Abenity and Consumer Discounts
Retirement readiness, rollover assistance services and preferred banking partnerships
Education assistance (tuition, student loan, certification support, dependent scholarships)
Colleague recognition program
Time Away From Work Program (paid time off, paid family leave, long- and short-term disability coverage and leaves of absence)
Employee Health Assistance Fund that offers free employee-only coverage to full-time and part-time colleagues based on income.

Learn more about Employee Benefits (https://careers.hcahealthcare.com/pages/employee-benefits-and-rewards)

Note: Eligibility for benefits may vary by location.

You contribute to our success. Every role has an impact on our patients’ lives and you have the opportunity to make a difference. We are looking for a dedicated Lead Data Scientist like you to be a part of our team.

Job Summary and Qualifications

Job Summary

At HCA Healthcare, we are committed to providing our patients and care providers with the highest quality of healthcare services. HCA’s Care Transformation and Innovation (CT&I) team delivers a step change in that direction through clinically led integration of digital and AI technologies into care.

Data Scientists within CT&I will play a critical role in helping us achieve this goal by actively solving for and implementing a broad range of data science solutions to drive transformational change. This includes delivery of data science products from incubation to deployment to monitoring; including solutioning for the business need, data analysis, feature engineering, building and validating models, deploying solutions to enterprise production platforms, and monitoring model performance and reliability.

This individual will be responsible for actively delivering production grade data science products; including implementing best practices, frameworks, tooling, and documentation.

They will be expected to bring hands-on expertise in predictive analytics, classification, image recognition, NLP, anomaly detection, machine learning, EDA, feature engineering, optimization, statistics, and generalized business problem solving by creatively applying AI/ML.

What you will do:

DATA INJECTION: Design and implement incoming data for feature engineering and machine learning
FEATURE CREATION AND TRANSFORMATION: Create features with usable predictive power by using domain knowledge of healthcare data, statistics, and data science
FEATURE EXTRACTION AND SELECTION: Extract features via cluster analysis, text analytics, principal components analysis and related methodologies to identify useful information without distorting original relationships or significant information in order to performance tune and promote scalability of the model
EXPLORATORY DATA ANALYSIS: Conduct data exploration and analysis to identify relevant patterns, trends, and relationships; understand the data deeply to appropriately align the data features with the appropriate machine learning methodologies
MODEL EXPERIMENTATION: Apply various statistical and machine learning techniques to develop, tune, and optimize predictive modeling to align with the use case requirements
DELIVERY: Deploy code using best practices
DOCUMENTATION: Document and present data science strategies and insights and solutions
MONITORING: Build and maintain pipelines, code, and processes to monitor the proper functioning of enterprise grade data science products
DATA AND OUTPUT QUALITY: Ensure high quality and integrity throughout the entire data science process
PRODUCT DEVELOPMENT MINDSET: Collaborate with stakeholders, data scientists, data engineers, and product managers to build and deliver high-quality data products

What qualifications you will need:

6+ years of overall experience in various aspects of data science and machine learning (for Lead level)
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 modern software engineering practices (e.g. automated testing, continuous integration and continuous development)
Experience with Docker
Experience with cloud deployments in GCP or another cloud platform
Experience with Agile development methods and tools (e.g. Azure Dev Ops)
Excellent communication and collaboration skills, with the ability to work effectively across multiple teams and stakeholders
Ability to tell a story using data and insights that drives action and change
Domain knowledge of healthcare data preferred
Expertise in healthcare protocols and formats such as HL7, FHIR, DICOM preferred
Expert in the regulatory aspects of the healthcare domain preferred
Experience in GCP platform preferred

"Good people beget good people."- Dr. Thomas Frist, Sr.

HCA Healthcare Co-Founder

We are a family 270,000 dedicated professionals! Our Talent Acquisition team is reviewing applications for our Lead Data Scientist opening. Qualified candidates will be contacted for interviews. Submit your resume today to join our community of caring!

We are an equal opportunity employer. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.

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More about this job

Skills

HCA
Data analysis
Documentation
Natural language processing
Machine learning
EDA
Statistics
Problem solving
ML
Manage quantitative data
Negotiate with stakeholders
SQL
Python
Unstructured data
Process data
Data engineering
Apache Spark
Data visualization
Test automation
CI/CD
Docker
Google Cloud
Agile development
DevOps
Communication skills
Collaboration
Tell a story

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Work requirements

Jobs in the United States