Embedding VC · 2 weeks ago
Member of Technical Staff - Diffusion Model
Moonlake is a company focused on AI for creating world simulations, and they are seeking a Member of Technical Staff specializing in Diffusion Models. The role involves building and iterating on various diffusion architectures, optimizing training, and developing techniques for control and alignment in AI models.
Artificial Intelligence (AI)Impact Investing
Responsibilities
Build and iterate on 2D/3D/image/video/audio diffusion architectures
Work on conditioning: text/image/pose/layout/control signals, multi-modal encoders, guidance strategies
Large-scale diffusion training
Improve sample quality vs. compute trade-offs: better objectives, distillation, consistency/one-step models
Techniques like ControlNet, LoRA, IP-Adapters, adapters for style/identity/geometry/control
Build editing, inpainting, and personalization pipelines (DreamBooth, custom subject/style tuning)
Qualification
Required
Build and iterate on 2D/3D/image/video/audio diffusion architectures
Work on conditioning: text/image/pose/layout/control signals, multi-modal encoders, guidance strategies
Large-scale diffusion training
Improve sample quality vs. compute trade-offs: better objectives, distillation, consistency/one-step models
Techniques like ControlNet, LoRA, IP-Adapters, adapters for style/identity/geometry/control
Build editing, inpainting, and personalization pipelines (DreamBooth, custom subject/style tuning)