🚀 About Lung Vision AI Team

• VUNO Lung Vision AI team is a group of enthusiastic, proficient, and warm-hearted AI Researchers and Engineers. Our mission is to develop AI-supported 3D medical imaging pipeline, mainly Magnetic Resonance Imaging (MRI) and Computed Tomography (CT), designed to support diagnosis made by radiologists.
• Our team encourages open and friendly atmosphere: everyone is free to share one’s research interests and innovative thoughts. Also, you may participate in active collaboration opportunities with researchers and engineers in VUNO. The events include but not limited to VUNO research seminar (V-talk), journal club, coffee time, and team workshop.
• Our team supports the individual growth of each team member. While we are looking for candidates with the roles described below, we also seek who will grow with us. We invite those who wish to become leading experts in the field of medical imaging AI. We are committed to helping you achieve the career you desire, as we believe that your growth directly contributes to the performance of our team.

📌 About the Role (Lung part - Research Scientist)

• As a Research Scientist/Engineer at the team Lung Vision AI, you will lead our efforts in developing an AI-enabled CT Imaging pipeline that supports the diagnosis of lung diseases. Our software supports radiologists to identify lung nodule, lung cancer and lung diseases.
• Collaborating with hospitals will provide you with the opportunity to develop AI algorithms using real-world data, which presents both intriguing and challenging prospects.
• Our research scientists and engineers draw on their expertise in deep learning, computer vision, medical imaging, radiology, and respiratory to spearhead the fight against lung cancer with artificial intelligence. Join our team at the forefront of this journey.

🚩 Roles & Responsibilities

• Develop and validate innovative AI algorithms for lung CT image analysis and interpretation.
• Conduct explanatory data analysis to create data-centric AI algorithms focused on diagnosing lung nodules and other lung lesions using informative lung CT data.
• Collaborate with product management and software engineering teams to build, optimize, deploy, and maintain AI pipelines.
• Present research findings and developments verbally and in writing at top-tier ML conferences, clinical journals, and/or conferences.
• Collaborate with medical doctors and other researchers to translate research achievements into practical applications for the medical field, especially in radiology and respiratory.
• Keep updated with the latest medical imaging research trends and share knowledge with the team.

🚩 Requirements

Qualifications

• MSc. or 2+ years of practical experience in ML/DL, with a concentration on computer vision, medical imaging or related field
• Proficient in Python and machine learning frameworks(e.g. PyTorch, TensorFlow)
• Author of paper(s) in Computer Vision, ML/DL or Medical Imaging conferences or journals
• Expertise in AI model development, including data collection, annotation, preprocessing, and management
• Business-level proficiency in Korean (both verbal and written)

Preferred Experiences

• Experience in applying AI methodologies to commercial products
• 1st author of paper(s) in top-tier Computer Vision ML/DL or Medical Imaging conferences or clinical journals(e.g. CVPR/ICCV/ECCV, NeurIPS/ICLR/ICML, or MedIA/TMI/MICCAI or Radiology/AJRCCM/KJR)
• Contributions made to open-source repositories in fields like Computer Vision, Machine Learning, or similar areas
• Research experience with real-world medical imaging data and/or collaboration with tertiary hospitals in South Korea or worldwide.
• Winning prizes in competitive Computer Vision/Medical Imaging challenges(e.g. kaggle)
• Fluency in English (both verbal and written)

Tech Stacks

• Programming languages/framework: Python, PyTorch
• Medical Image Processing: SimpleITK, Pydicom
• Infrastructure: Linux(server), Git, Docker
• General: Confluence, Jira

지원 시 참고해 주세요!

모집기간 및 채용절차

• 본 포지션은 채용 시 마감됩니다.
• 본 포지션의 경우 [서류검토] - [1차 PT면접] - [온라인 인성검사] - [2차 임원면접] - [최종합격]의 순으로 진행됩니다. (1차 PT면접의 내용은 상황에 따라 변경될 수 있습니다.)

* 포트폴리오는 필수로 제출 요청드립니다.

* 채용 절차 별 상세 내용은 대상자분들에게 별도 안내 드리고 있습니다.

* 온라인 인성검사로 2차 면접 진행 여부가 결정되는 것이 아님을 안내 드립니다.

공통자격

• 해외여행에 결격사항이 없는 분
• 남성은 병역필 또는 면제자
• 전문연구요원(현역/보충역) 지원 가능
• 취업보호대상자는 관련 법규에 의거하여 우대합니다.

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기타사항

• 수습기간 3개월 후 본 채용 여부가 결정됩니다.
• 제출한 서류가 사실과 다른 경우 합격(입사)이 취소될 수 있습니다.
• 제출서류는 관계법령에 따라 파기 및 반환합니다.
• 궁금한 점이 있으신 경우 [email protected]로 문의 부탁드립니다.