Improving operational efficiencies in healthcare administrative areas and advancing clinical care through AI-powered solutions at VCU Health
Requirements
8+ years’ experience in Machine Learning/Artificial Intelligence tools and technologies required
5+ years’ experience in Python or R and SQL required
2+ years of experience as a Full Stack Machine Learning Engineer or similar role required
2+ years’ experience in healthcare environment preferred
Experience working with unstructured data, NLP technologies and big data is required
Experience working with one of the open-source ML libraries/frameworks - PyTorch/TensorFlow/Keras/Numpy required
Experience with Foundation models, Prompt Engineering, fine-tuning or RAG required
Responsibilities
Develop predictive models and machine learning algorithms that clinicians and staff will use to improve patient care, healthcare operations and financial performance
Develop and deploy LLM based Agentic AI and automation solutions using RAG or fine-tuning foundation models
Design, develop, and maintain robust and scalable ML pipelines, encompassing data ingestion, feature engineering, model training, deployment, and monitoring
Stay abreast of the latest advancements in AI and Machine Learning technologies to ensure VCU Health is in the forefront of AI innovation
Conduct rigorous model evaluation, including performance testing and bias assessment, to ensure the ethical and reliable deployment of AI systems
Mentor and guide junior members of the team sharing expertise in AI/ML techniques, model development, and deployment best practices
Design and implement RESTful APIs to integrate ML models or GenAI solutions with other applications and systems within the organization
Other
Required Education: Bachelor’s Degree in Business, IT, Math, Data Analytics, Engineering, or related discipline
Preferred Education: Master’s degree in Business, IT, Math, Data Analytics, Engineering or related discipline
Must permanently reside in one of the following states: Alabama, Arkansas, Florida, Georgia, Kentucky, Kansas, Maryland, Michigan, North Carolina, Ohio, South Carolina, Tennessee, Texas, Virginia, or West Virginia
Displays intellectual curiosity and integrity
Combination of education and experience in lieu of a degree
