8+ years of experience in data science, machine learning, or a related field Strong proficiency in Python and experience with machine learning frameworks such as PyTorch, or scikit-learn Experience deploying machine learning models into production Familiarity with cloud platforms (AWS, GCP, or Azure) and MLOps best practices Demonstrated subject matter expertise in NLP and healthcare data Experience in healthcare or revenue cycle management Deep understanding of statistical modeling, optimization techniques, and data analysis Prior leadership of significant cross-team initiatives Ability to effectively communicate results to stakeholders Strong collaboration skills