(Seoul) Senior Backend Engineer(ML Serving) · Precision Oncology

3 months ago

Seoul, Korea, SouthSenior

Responsibilities

Build distributed image-inference systems using AI models.
Design and develop image-processing logic for inference pre-processing and post-processing.
Develop and operate model registration and deployment pipelines using a model registry.
Tune serving systems for speed and cost efficiency and optimize GPU utilization.
Develop server applications handling large-scale pathology images.
Improve development environments and automate engineering processes.
Design, develop, and operate backend components for Lunit SCOPE in accordance with high-quality SaMD standards.
Collaborate with technical project/program management and quality assurance teams throughout AI model productization.

Have 5–10 years of practical experience in AI/ML model serving or deployment.
Have taken a leading role across system design, implementation, and commercial product launch.
Have a deep understanding of production-level Python.
Demonstrate proactive collaboration, communication, and code-review skills.
Be adaptable beyond a particular programming language or tool and write clean, readable code.
Preferred: experience with OpenCV, scikit-image, or OpenSlide for image processing.
Preferred: experience designing or operating message-queue-based asynchronous distributed systems.
Preferred: experience protecting model intellectual property, including encrypted model distribution or decryption.
Preferred: experience with Kotlin/Spring, Rust, or other technologies beyond Python.
Preferred: English communication skills.
Preferred: a major in computer science or AI.
Submit a resume and portfolio, unless the resume already provides the requested project and hands-on experience details.

Full-time employment with a three-month probation period.
On-site work at Lunit headquarters in Gangnam, Seoul; candidates must reside in Korea and have appropriate Korean proficiency for a Korean business.
Office location is one minute on foot from Gangnam Station Exit 3.
12,000 KRW meal support for lunch and dinner when working in the office, plus unlimited snacks.
Choice of high-specification computer equipment such as Mac computers and 4K monitors, with equipment refreshes every three years.
Support for conference attendance, job training, and book purchases.
Regular internal AI and medical seminars.
Support for native-speaker English education programs.
Annual welfare points worth 1.2 million KRW.
Holiday gifts and support for family-event expenses and leave.
Comprehensive health checkups and employee accident insurance.

201-500 employees