Machine Learning Engineer, R&D
CLO Virtual Fashionover 3 years ago
Seoul, Korea, SouthMid Level
Responsibilities
- Develop and improve 3D polygon mesh estimation models from varied inputs including images, prompts, and video.
- Develop and improve parametric CAD model estimation models from varied inputs.
- Develop and improve 3D avatar pose and shape estimation models from varied inputs.
- Fine-tune, optimize, and serve large generative models such as Stable Diffusion for specific purposes.
- Improve the efficiency of other complex tasks by applying deep-learning models.
Requirements
- Hold a master's or doctoral degree in deep-learning-based vision or graphics research, or have at least two years of equivalent industry experience.
- Have research project experience in vision, 3D deep learning, or generative models.
- Be proficient in Python and PyTorch.
- Be motivated to learn and grow collaboratively.
- Preferred qualifications include experience with mesh or graph deep-learning models, diffusion or StyleGAN models, computer graphics, geometry processing, physically based rendering, C++ service or application development, Dockerized API services, or ONNX-based on-device services.
Benefits
- Dual monitors and a desktop, laptop, MacBook, or iMac, with equipment upgrades every three years.
- Professional-development and fitness costs, book purchases, current tools, and club support.
- Breakfast salad bar, lunch, snacks, and dinner meal support when working late.
- Legal annual leave, bereavement leave, health-examination leave, and year-end holiday from December 25 through January 1.
- Flexible working hours with arrival between 7:00 and 10:00 AM and departure between 4:00 and 7:00 PM.
- Health examinations at major hospitals, health-examination leave, bereavement support, and statutory social insurance.
- Flexible vacation use without a separate approval process when coordinated with teammates.
- Support for one month of work from the Jeju office, including accommodation and round-trip airfare for family stays.
- Slack-based global communication, quarterly knowledge sharing, and a non-hierarchical work culture.
About CLO Virtual Fashion
CLO Virtual Fashion builds 3D garment design and simulation software used by apparel brands, designers, and character artists in games and animation. Its products include CLO, Marvelous Designer, Jinny, and the CLO-SET/Connect platforms, sold as commercial software and enterprise solutions for design, collaboration, and asset management. Founded in 2009 and headquartered in Seoul, it operates globally with offices across more than 11 countries.