MedImpact Healthcare Systems, Inc. is looking to leverage data and analytics to create innovative solutions and develop groundbreaking products, specifically in the area of data science to improve healthcare outcomes and expenditures.
Requirements
- Experience in developing and operating large-scale machine learning solutions.
- Experience with deep learning frameworks such as Pytorch, TensorFlow, MLP, Large Language Models, Generative AI, LangChain, HuggingFace.
- Exposure in Gen AI like transformers, LLMs, text embeddings.
- Experience in fine-tuning and customizing LLMs for healthcare use cases, e.g., extracting rules from prior authorization guideline documents.
- 5+ years of experience in statistical modeling, data wrangling, machine learning, and AI technologies.
- Extensive experience in database, SQL, and one or more programming languages like Python or Java.
- Solid understanding of AI/ML/NLP principles, specifically with generative models.
Responsibilities
- Process and analyze structured and unstructured data, perform statistical modeling, and develop predictive analytics for various use cases such as drug spend forecasting, insurance plan performance optimization, medication fraud/waste/abuse detection and prevention, preventive care, and personalized treatment planning.
- Fine-tune and customize LLMs to simplify manual processes in healthcare systems, e.g., prior authorization rule extraction from guideline documents, data exchange file checking and error handling.
- Develop and test code at all layers to make AI systems work end to end.
- Deploy and integrate AI systems into production environment.
- Build and maintain workflow frameworks that ensure AI performance monitoring and automated feedback loop for continuous improvement.
- Be curious and learn new technologies, keep skills current, stay on top of the industry’s best practices.
- Collaborate with domain experts to validate results and model performance.
Other
- This position is not eligible for Sponsorship.
- This is an internal and external client facing position that requires excellent customer service skills and interpersonal communication skills (listening/verbal/written).
- BS/BA in Computer Science, Data Science, Statistics or related discipline and 6+ years’ experience or equivalent combination of education and experience, and 2 years of SME in respective areas.
- Thorough knowledge of data science methodology, software development life cycle, and agile development best practices.
- This position must work on-site at the San Diego Headquarters.
