AI software Engineer - Project Tricorder
Core
Build the evaluation harness and training data pipeline for edge AI models, and construct a clinical knowledge base for pre-hospital care.
Role type
Senior IC AI software engineer (data engineering & clinical NLP)
Builds
Production data pipelines, automated model evaluation harnesses, and a structured clinical knowledge base
Domain
Health-tech / Clinical informatics / Edge AI
Deliverable
production ML models
Required skills
Python, data engineering, ML evaluation frameworks, data labelling, database design, NLP (entity extraction/linking), document parsing
Preferred skills
SNOMED CT/ICD-10, video data at scale, FHIR/HL7, LLMs/VLMs, early-stage startup experience
Technologies
Python, SNOMED CT, ICD-10, TC3, FHIR, HL7
Responsibilities
Design labelling schemas and tooling; build reproducible pipelines for multimodal data; structure and version video datasets; assemble training/test splits; build automated eval harnesses; design clinical database schema; ingest and map clinical terminologies; extract entities from clinical text; parse clinical documents
Seniority
Senior, hands-on IC
