(Seoul) Senior Backend Engineer(ML Serving) · Precision Oncology
On-siteSeoul, Seoul, South Korea
Job Summary
Senior Backend Engineer specializing in ML model serving for SaMD systems. Responsible for designing, developing, and operating backend components and inference pipelines for large-scale pathology image processing, with emphasis on distributed image inference, pre/post-processing logic, model registry integration, deployment pipelines, GPU utilization optimization, and scalable server applications handling large pathology images. Collaborative development with TPM/QA and other teams, delivering production-grade Python-based backends, inference services, and automation to support Lunit SCOPE, an AI-driven oncology biomarker platform, across Cloud/On-premise and standalone/customized deployments.
Required Qualifications
- 5년 이상 10년 이하의 AI/ML 모델 서빙, 배포 관련 실무 경력
- 설계, 구현, 상용 서비스 출시까지 모든 과정에서 주도적인 역할
- Production 수준의 Python 활용에 깊은 이해
- 능동적이고 친절한 협업 태도, 커뮤니케이션 및 코드 리뷰 능력이 있음
- 특정 언어나 도구에 역량이 제한되지 않는 유연함
- 깨끗하고 가독성 높은 코드 스타일
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