Adobe

Senior Machine Learning Engineer with expertise in generative modeling and computer vision to join Adobe's Applied AI team. The role involves architecting and shipping diffusion-based models, driving applied research into production, and mentoring engineers. Responsibilities include designing, training, and fine-tuning diffusion models for image, video, and multimodal generation, improving sampling efficiency, building production-grade pipelines for image/video understanding, developing and fine-tuning vision foundation models, integrating vision encoders with generative backbones, owning the full ML lifecycle, optimizing models for inference, designing scalable training infrastructure, and defining evaluation frameworks. The role also involves leadership, technical design reviews, and collaboration with product, research, and infrastructure teams.