Senior Machine Learning Engineer

Job Description Adobe Firefly Gen AI Models and services group is looking for a Firefly models & Services architect interested in working on generative AI models for image, vector, audio, video and multimodal to help us build the next generation of foundation models that power Adobe creative tools. We are looking for a passionate architect with deep machine learning expertise who can contribute to building, optimizing and deploying model pipelines to be used by Adobe’s innovative and Industry leading  products in imaging, 3D, vector and Audio/Video domains. As a Firefly model architect, you will join an outstanding team of ML and service engineers building the future of digital experiences. You will help set long-term technical strategy and work across multiple Adobe teams to architect the pipelines of the future foundation models at Adobe. You will be empowered to make meaningful architecture decisions and prioritize model optimization experiments. You will have the opportunity to develop novel ideas to advance the creativity world through features in Adobe's products and reach millions of people worldwide! Job Responsibilities Help architect and optimize large-scale foundation model pipelines in Generative AI Design and develop the GenAI backend services for Firefly, creating GPU optimized, efficient model pipelines that power the generative AI features on Firefly website, PPro, Photoshop, Illustrator, Express, Stock and other applications/surfaces Collaborate with outstanding Applied researchers and engineers to bring ideas to production Provide technical leadership and mentorship for junior team members. Explore and research new and emerging ML and MLOps technologies to continuously improve Adobes GenAI engineering effectiveness and efficiency Review and provide feedback on features, technology, architecture, designs and test strategies. What you'll need to succeed Masters or Ph.D. in Computer Science, AI/ML or related fields or B.Tech and strong experience in AI/ML. 10 years of experience 3 years as a Lead/Architect Excellent communication and technical leadership skill. Experience in tech leading large number of contributors on time sensitive and business critical GenAI projects. Experience in state-of-the-art Generative AI technologies, such as GAN, diffusion, transformer models Strong hands-on experience with large-scale GenAI model pipelines and/or shipping ML features Strong collaboration skill. Experience with working in a Matrix organization, driving alignment, drawing conclusions and getting things done Preferred experience: Experience training or optimizing models. (CUDA, Triton, TRT, AOT) Experience converting models from various frameworks like PyTorch and TensorFlow to other target formats, to ensure compatibility and optimized performance across different platforms Good publication record in Computer Science, AI/ML or related fields 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 ... (truncated, view full listing at source)