HCA Healthcare · 1 week ago
Consulting Machine Learning Engineer
Nashville, TN
Full-time
Onsite
Senior Level
7+ years expHCA Healthcare is committed to delivering respectful, compassionate care and is seeking a Consulting Machine Learning Engineer to support their healthcare team. This role involves developing and integrating machine learning models and APIs to enhance data management and generate insights for the organization.
BiotechnologyHealth CareHospitalMedicalPrimary and Urgent Care
Responsibilities
Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling , nature language understanding
Design and develop NLP applications on Google cloud and data platform leveraging Vertex AI , LLM and Doc AI
Study and transform data science prototypes
Design and develop NLP applications on Google cloud and data platform leveraging Vertex AI , LLM and Doc AI
Select appropriate annotated datasets for Supervised Learning methods
Use effective text representations to transform natural language into useful features
Find and implement the right algorithms and tools for NLP tasks
Integrate with data platform and source thru API integration
Train the developed model and run evaluation experiments
Perform statistical analysis of results and refine models
Extend ML libraries and frameworks to apply in NLP tasks
Remain updated in the rapidly changing field of machine learning
Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms
Knowledge and expertise of Python and SQL
Experience with machine learning frameworks and API
Qualification
Required
7 or more years of experience in developing and integrating machine learning models and pre trained API in Cloud platforms
Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms
Knowledge and expertise of Python and SQL
Experience with machine learning frameworks and API
Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling, nature language understanding
Design and develop NLP applications on Google cloud and data platform leveraging Vertex AI, LLM and Doc AI
Study and transform data science prototypes
Select appropriate annotated datasets for Supervised Learning methods
Use effective text representations to transform natural language into useful features
Find and implement the right algorithms and tools for NLP tasks
Integrate with data platform and source thru API integration
Train the developed model and run evaluation experiments
Perform statistical analysis of results and refine models
Extend ML libraries and frameworks to apply in NLP tasks
Remain updated in the rapidly changing field of machine learning
Preferred
7 or more years of experience as a Data Engineer or NLP ML Engineer or similar role
Benefits
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.
Company
HCA Healthcare
HCA Healthcare provides medical education and healthcare services in locally managed facilities. It is a sub-organization of North Florida Endoscopy Center.
10001+ employees
H1B Sponsorship
HCA Healthcare has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (2)
2022 (2)
2020 (1)
Funding
Current Stage
Public CompanyTotal Funding
$8.51B2025-10-31Post Ipo Debt· $3.25B
2025-02-24Post Ipo Debt· $5.25B
2014-06-25Post Ipo Debt· $3.2M
Leadership Team
Nicholas Manning
Chief Executive Officer
Nick Lane
Regional Vice President Human Resources
Recent News
2025-12-31
2025-12-26
2025-12-24
Company data provided by crunchbase