Consulting ML Engineer

Key Skills

Aartificial intelligence, API, Data science techniques, Effective communication skills, Large Language Models - LLMs, Machine learning techniques, Natural Language Processing (NLP), Python Programming, SQL, Statistics

Job Description

Note: Eligibility for benefits may vary by location.

Come join our team as a Consulting ML Engineer. We care for our community! Just last year, HCA Healthcare and our colleagues donated $13.8 million dollars to charitable organizations. Apply Today!

Job Summary and Qualifications

HCA Healthcare ITG

Job Summary:

The Consulting Machine Learning (ML) 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.

The Parallon Data Engineering department serves multiple business units in the organization: From the coding and clinical data perspective and also from the Revenue Cycle side. The Consulting ML Engineer requires strong knowledge regarding cloud and data/ML platforms, to identify the best practical applicable solutions to resolve the business needs. Considering multiple variables during proof of concept, including cost, long term functionality, company policies and procedures, organization vision and road maps for incoming technologies.

The Consulting ML Engineer will report to the Manager of Data Engineering and will work closely with the Data Scientist and Data Engineer and collaborate with strong communication skills and team work mentality.

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.

General Responsibilities:

• 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

Education, Experience and Certifications:

• Bachelor's Degree in Computer Science – Required
• Master's Degree – Preferred
• 7+ years of experience in developing and integrating machine learning models and pre-trained API in Cloud platforms
• Proven 8+ experience as Data engineer or NLP ML Engineer or similar role
• Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling, nature language understanding.
• 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

Other Required Qualifications:

• Service and Quality Excellence: Ability to demonstrate an uncompromising commitment to delivering exceptional care to create an unmatched value proposition for our patients.
• Honor our Mission and Values: Ability to build trust and act with authenticity to cultivate a culture of integrity, inclusion, and mutual respect.
• Effective Decision Making: Ability to make timely, informed decisions that are in the best interest of our patients, employees, providers, community and HCA.
• Attain and Leverage Strategic Relationships: Ability to develop and strengthen collaborative relationships with both internal and external stakeholders to advance the care of our patients and the growth of HCA.
• Lead and Develop Others: Ability to lead others to accomplish organizational goals and objectives; provide meaningful coaching and mentoring to increase the capabilities of individuals and teams and drive employee engagement.
• Communicate with Impact: Ability to deliver information in a clear, concise, and compelling manner to effectively engage others and achieve desired results.
• Achieve Success through Change: Ability to identify opportunities for improvement and innovation, remove barriers and resistance, and enable desired behaviors.
• Drive Execution and Financial Results: Ability to commit to the success and financial wellbeing of HCA by challenging others to excel and hold themselves and others accountable for achieving results.

Physical Demands/Working Conditions

• No Travel: The job does not require any travel.
• Hybrid work schedule in Nashville, TN.

HCA Healthcare’s Information Technology Group (ITG) delivers healthcare IT products and services to HCA Healthcare's portfolio of business and partners, including Parallon, HealthTrust and Sarah Cannon.

For decades, ITG has been a pioneer in the industry, leading the transformation of healthcare into a new era of quality and connectivity. ITG relies on the breadth of the organization and depth of technical expertise to advance and enhance today’s healthcare and to enable our physicians and clinicians to provide world-class, innovative care for patients.