About the role
The Opportunity Adobe is seeking to add Applied Scientists in Generative AI to our world-class AI Platform team. We are specifically looking for scientists with expertise in preparing data, training, fine-tuning and adapting large foundation models across all modalities: images, video, 3D, LLMs and cross-modal setups. We welcome outstanding candidates in all related technical fields, such as Machine Learning, Deep Learning, Computer Vision, and Natural Language Processing. The related applications include image/video/3D generation, editing, and understanding, conditioned on controls stemming from large language models, or other innovative interactions tailored for creative workflows, and multimodal priors.
What You'll Do Conduct pioneering research and development in Generative AI for visual (image/video/3D), audio, and multi-modal outputs. Develop and deploy novel generative AI technologies to existing and new Adobe Products. Research and develop novel large-scale foundation models with deep reasoning and world-building capabilities. Collaborate with world-class researchers and ML engineers to bring research ideas to creative workflows used by millions. Publish and present your work in world-class scientific venues in CV/AI/ML/CG fields Required
Qualifications Ph.D. in Computer Science, CV/AI/ML/CG or related fields and 1+ years professional experience. Research or industry experience in training Generative AI models (pre-training and/or post-training) in at least one of the following modalities: image, video, 3D, or audio. Expertise in large-scale model training and optimization, including data curation, distributed training, and memory-efficient techniques. Experience with post-training techniques such as fine-tuning, alignment or distillation. Proficiency with modern deep learning frameworks (e.g., PyTorch) and experience scaling models on GPU/TPU clusters. Excellent communication skills and a strong great teammate What You'll Bring Experience on large-scale generative model training Experience on synthetic data generation Experience of working with large-scale datasets Experience of working with product teams on technology transfers About Adobe Adobe empowers everyone to create through innovative platforms and tools that unleash creativity, productivity and personalized customer experiences. Adobe’s industry-leading offerings including Adobe Acrobat Studio, Adobe Express, Adobe Firefly, Creative Cloud, Adobe Experience Platform, Adobe Experience Manager, and GenStudio enable people and businesses to turn ideas into impact, powered by AI and driven by human ingenuity. Our 30,000+ employees worldwide are creating the future and raising the bar as we drive the next decade of growth. We’re on a mission to hire the very best and believe in creating a company culture where all employees are empowered to make an impact. At Adobe, we believe that great ideas can come from anywhere in the organization. The next big idea could be yours. Let’s Adobe together At Adobe, we believe in creating a company culture where all employees are empowered to make an impact. Learn more about Adobe life, including our values and culture, focus on people, purpose and community, Adobe for All, comprehensive
