Systems Engineer III (Research)
Core
Own Heartflow's research data pipeline to generate reliable datasets enabling current and future algorithm and product research for AI-driven cardiac diagnostics.
Role type
Senior Systems Engineer (Research Data)
Builds
Documented, auditable datasets and quality reports for medical imaging AI research
Domain
Medical technology / Cardiovascular AI / Medical Imaging
Deliverable
production ML models
Required skills
Systems engineering, medical imaging data structures (DICOM), Python, SQL, campaign design, annotation workflow management, ground-truth quality evaluation, cross-functional collaboration
Preferred skills
Medical imaging AI annotation campaigns (CT/CCTA), reproducibility statistics (intraclass correlation, Bland-Altman), large-scale cloud data querying (AWS)
Technologies
Python, SQL, AWS, DICOM
Responsibilities
Define labeling objectives and annotation schemas for research campaigns; manage end-to-end annotation workflows and tooling; monitor data quality and distinguish annotation noise from clinical variability; translate research initiatives into data requirements and delivery timelines; promote systems engineering best practices across research initiatives
Seniority
Senior, hands-on IC
