Machine Learning Engineer (전문연구요원, alternative military service), R&D
CLO Virtual Fashionover 3 years ago
Seoul, Korea, SouthMid Level
Responsibilities
- Develop and improve models that estimate 3D polygon meshes from images, prompts, videos, and other inputs.
- Develop and improve models that estimate parametric CAD models from varied inputs.
- Develop and improve models that estimate 3D avatar pose and shape from varied inputs.
- Fine-tune, optimize, and serve large generative models such as Stable Diffusion for specific purposes.
- Use deep-learning models to make various complex tasks more efficient.
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.
- 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 on-device services.
- Submit a detailed resume, portfolio, project references, papers, or a Git repository showing relevant work.
Benefits
- Dual monitors and a desktop, laptop, MacBook, or iMac, with equipment upgrades every three years.
- Professional development and fitness expenses, book purchases, current tools, and club support.
- Breakfast salad bar, lunch, snacks, and dinner meal support when working late.
- Statutory annual leave, special-event leave, health-check leave, and year-end holiday from December 25 through January 1.
- Flexible working hours with arrival between 7:00 and 10:00 AM and corresponding departure between 4:00 and 7:00 PM.
- Health checkups at major hospitals, health-check leave, insurance, and special-event payments.
- Welfare points and holiday gifts.
- No separate approval process for vacation after coordinating schedules with teammates.
- Option to work for one month from the Jeju office, including company housing and round-trip airfare for an eligible stay.
Categories
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.