Generative AI Engineer, Image/Video Restoration
Core
Design and implement generative AI models for image and video restoration tasks including deblurring, denoising, super-resolution, and frame interpolation.
Role type
Senior IC Generative AI Engineer (Computer Vision)
Builds
Scalable restoration models and inference pipelines for real-world applications
Domain
Computer Vision / Generative AI
Deliverable
production ML models
Required skills
Generative models (diffusion, GANs, transformers), Computer vision, Python, PyTorch, Distributed training, Large-scale dataset management, Image/video restoration metrics (PSNR, SSIM, LPIPS), Video preprocessing (motion estimation, optical flow, frame alignment)
Preferred skills
Publications in generative AI/CV, Real-time video restoration optimization, Model deployment (TensorRT, quantization, distillation), Edge/mobile deployment, Cloud dataset management (S3)
Technologies
PyTorch, TensorRT, S3, RAFT, PWC-Net
Responsibilities
Research and implement generative AI models for restoration tasks; Build and optimize training pipelines for large-scale datasets; Evaluate restoration performance using objective and subjective metrics; Develop scalable and efficient inference pipelines; Translate novel research ideas into practical solutions; Collaborate on integrating models into production systems
Seniority
Senior, hands-on IC
