Physician Informatician (MD required)

The role

You will perform workflow analysis at client hospitals to design AI-based interventions. You will also contribute to the design and development of an advanced data layer and participate in data modeling and transformation efforts.

What you will do

• Perform detailed workflow analysis at client hospitals to understand clinical workflows and help design AI-based interventions.
• Contribute to and help maintain an advanced interoperability layer.
• Contribute to the design and development of an advanced data layer.
• Participate in data modeling, harmonization, normalization, and transformation efforts.
• Work collaboratively with cross-functional teams to execute on the informatics vision.
• Create documentation for internal and external informatics topics, workflows, and data sources.

Required qualifications

• Significant experience in analyzing and redesigning healthcare IT workflows.
• History of successfully launching new products/features in a hospital setting (EPIC, Cerner, etc.).
• Fluency with at least one programming language.
• Beginner to intermediate SQL skills.
• Working knowledge of natural language processing (NLP) methods.
• Understanding of common healthcare standards and ontologies (FHIR, HL7, ICD10, CPT, RxNorm, etc.).
• MD/DO Physician who has completed primary specialty training (residency).
• Advanced training in clinical informatics, through fellowships, post-graduate training, advanced degrees (master’s or PhD), or work experience.
• Exceptional verbal and written communication and presentation skills.

Nice to have

• Python

About the company

Layer Health was founded in 2023 by leading machine learning researchers from MIT and Harvard Medical School. The company is building an AI layer to synthesize information from medical records.