(Seoul) Senior Backend Engineer(ML Serving) · Precision Oncology
Core
Design, develop, and operate backend components for a Software as a Medical Device (SaMD) that serves oncology and pathology domains by enabling AI model inference for cancer diagnosis and treatment.
Role type
Senior Backend Engineer (ML Serving)
Builds
Lunit SCOPE, an AI-based biomarker SaMD product for pharmaceutical companies, hospitals, and labs.
Domain
Healthcare / Oncology / Medical AI
Deliverable
production ML models
Required skills
Python, distributed image inference, model deployment pipelines, GPU optimization, server application development, process automation
Preferred skills
image processing (OpenCV, scikit-image, OpenSlide), asynchronous distributed systems, model IP protection, Kotlin/Spring/Rust
Technologies
Triton Inference Server, MLflow, Docker, Kubernetes
Responsibilities
Build distributed image inference systems; design and develop pre/post-processing logic; develop and operate model registration and deployment pipelines; tune for speed and cost-efficiency; develop server applications for large-scale pathology images; improve development environments and automate processes
