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.
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