Senior Data & AI Engineer - Clinical NLP Pipelines

CareDx; United States; Remote; USD 130,000 - 180,000; Full time

Job summary

CareDx is seeking a data engineering and clinical NLP specialist to own the design and delivery of pipelines that transform EMR data into standardized clinical data.

You will develop hybrid approaches combining rules, dictionaries, deep learning, and LLMs for clinical entity extraction and context interpretation, partnering with clinicians to ensure robust production for transplant-focused data and OMOP CDM mappings.

Responsibilities

• Own the design and delivery of data engineering and clinical NLP pipelines that transform structured and unstructured EMR data into standardized clinical data.
• Develop hybrid approaches using rules, dictionaries, deep learning, and LLMs for clinical entity extraction, normalization, and context interpretation.
• Partner with clinicians to define schemas, validate OMOP CDM mappings, and ensure production reliability for transplant-focused data.

Job description

CareDx is seeking a data engineering and clinical NLP specialist to own the design and delivery of pipelines that transform EMR data into standardized clinical data.

You will develop hybrid approaches combining rules, dictionaries, deep learning, and LLMs for clinical entity extraction and context interpretation, partnering with clinicians to ensure robust production for transplant-focused data and OMOP CDM mappings.