Research Engineer/Scientist(all levels), Efficient Models
Core
Design and implement efficient models for large-scale generative AI, focusing on model distillation and compression to enable scalable training and deployment.
Role type
Research Engineer/Scientist (Efficient Models)
Builds
Scalable generative models (image/video generation, VLM) optimized for efficiency
Domain
Generative AI, Computer Vision, Multimodal Understanding
Deliverable
production ML models
Required skills
Model distillation, model compression, quantization, step distillation, cfg distillation, generative modeling, diffusion models, autoregressive models, computational bottleneck analysis, model acceleration, hardware-efficient inference
Preferred skills
Ph.D. in GenAI/MLSys, reinforcement learning training methods (RLHF, DPO, GRPO), MoE architectures, window attention, efficient model design
Technologies
PyTorch, JAX
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