Mandatory skills
Proficiency in Python and scripting languages for NLP and machine learning development.Strong understanding of clinical NLP techniques and experience with machine learning and deep learning models.Hands-on experience with large language models and agentic workflow tools such as LangGraph.Expertise in SQL and big data technologies including AWS EMR and Spark/pySpark.Practical knowledge of AWS services, especially AWS Bedrock for generative AI applications.Experience with relational databases such as PostgreSQL or MySQL.
Good to have skills: -
Familiarity with generative AI applications in healthcare and related use cases.Understanding of healthcare data standards and terminologies such as HL7, FHIR, and CCDA.Experience in creating detailed documentation, user manuals, and technical specifications.Background in automated testing and validation frameworks for NLP outputs.Ability to collaborate effectively with cross-functional teams including engineering and products.Exposure to LangChain or similar frameworks for building intelligent agent workflows.
