Consulting Machine Learning Engineer

HCA Healthcare • Nashville, TN

104d

About The Position

Experience the HCA Healthcare difference where colleagues are trusted, valued members of our healthcare team. Grow your career with an organization committed to delivering respectful, compassionate care, and where the unique and intrinsic worth of each individual is recognized. We are seeking a Consulting Machine Learning Engineer for our team to ensure that we continue to provide all patients with high quality, efficient care. The Consulting Machine Learning Engineer is responsible for developing and integrating machine learning model and pre-trained API with Parallon Data Engineering department large-scale data ecosystems and business use case, including data management and the integration of structured and unstructured data to generate insights to help Parallon unlock the value of enterprise technology and data platform investments. This role is firmly customer facing, with an expectation of constant contact, communication and iteration with both clinical and business customers to define questions, explore solutions and present results.

Requirements

• 7 or more years of experience in developing and integrating machine learning models and pre-trained API in Cloud platforms.
• 7 or more years of experience as a Data Engineer or NLP ML Engineer or similar role - Preferred.
• 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.

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.
• 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 through 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.

Benefits

• Comprehensive medical coverage that covers many common services at no cost or for a low copay.
• Additional options for dental and vision benefits, life and disability coverage, flexible spending accounts, supplemental health protection plans.
• 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.
• 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.

What This Job Offers

• Industry: Hospitals