(Seoul) AI Researcher · AutoML

"Conquering cancer through AI"

Lunit is an AI software company devoted to developing advanced medical image analytics and data-driven imaging biomarkers via cutting-edge deep learning technology.

🗨️ About AutoML Team

AutoML team develops a cloud-based AutoML platform and AutoML algorithms that run on the platform. Our team already has built a cloud-based hyperparameter tuning platform and achieved significant performance improvements in the real-world products with the power of AutoML. Recently, we are focusing on improving the AutoML algorithm to further boost the performance of various AI models in Lunit.

🗨️ About position

We are looking for a research scientist with a strong motivation to achieve meaningful improvements in real-world scenarios. You will be in charge of advancing the AutoML algorithm. By building more accurate models, you will contribute to improving the survival rate of cancer patients in the real-world. You do not need prior experience with AutoML as long as you have a strong background in computer vision.

🚩 Roles & Responsibilities

• Research and Develop AutoML algorithms (Hyperparameter Optimization, Neural Architecture Search and Meta-Learning)
• Achieve state-of-the-art performance by applying AutoML algorithms to deep-learning models

Requirements

🎯 Qualifications

• Masters degree holder or 2+ years of experience in the AI industry
• Strong background in Computer Vision
• Experience of achieving state-of-the-art performance
• Proficient in Python and use of frameworks such as PyTorch and Tensorflow
• Ability to analyze experimental results in various angles and take a step forward

🏅 Preferred Experiences

• 1 or more publications at a top-tier conference
• Experience of winning an award in Kaggle or ML challenges
• Experience in large-scale real-world data

📝 How to Apply

• CV in English (resume, free format)

🏃‍♀️ Hiring Process

• Document Screening - Technical Interview - PT Interview - Culture-fit Interview - Onboarding
  • All interviews are conducted in English

🤝 Work Conditions and Environment

• Work type: full-time
• Work location: Lunit HQ(5F, 374, Gangnam-daero, Gangnam-gu, Seoul)
• Relocation and Visa arranged/assisted by the company for international employees
• Salary: after negotiation

💡ETC

• If you misrepresent your experience or education, or provide false or fraudulent information in or with your application, it may be grounds for cancellation of the employment.
• Lunit is committed in providing the preferential processing to those eligible for employment protection (national merits and people with disabilities) relevant to related laws and regulations.

Benefits

🖥 Learning resources

• AI / Medical Seminars
• High-quality AI learning resources
• Deep learning DevOps system
• Support for various domestic and international seminars, and other educational activities
• Korean language education support for non-Koreans

🐣 Motivation support

• Work-life balance (flexible working hours, flexible work-from-home, unlimited holidays)
• Meal support (lunch and dinner)
• Unlimited coffee and snacks provided on-premise

🏦 Finance

• Comprehensive medical screening (yearly)
• Healthcare expense support (1,200,000 KRW yearly)
• Paid Time Off and gifts for major family events