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Job description
The Opportunity
Firefly is the new family of creative generative AI models coming to Adobe products that offers a new way to conceptualize, build, and scale content.
It's a natural extension of the technology Adobe has produced over the past 40 years.
At the core of Firefly are our commercially safe AI models trained on hundreds of millions of images owned or licensed by Adobe. We are hiring for a highly strategic and visible role to help evolve these models. This is an opportunity to reach millions of creatives, helping them reinvent the way they work.
What you will Do
Design, develop, and maintain robust AI/ML infrastructure solutions to support the training and deployment of large-scale AI models, using Kubernetes and Python on AWS cloud
Implement and improve distributed training frameworks leveraging GPUs to improve performance and scalability. Improve resiliency, elasticity, data loading and provide out-of-the-box support for FSDP and model parallelism
Help train better models by improving orchestration and scheduling, scaling the number of jobs, faster experimentation with AutoML and similar
Collaborate with data scientists and ML researchers to streamline the model training pipeline and ensuring efficient resource utilization
Drive innovation in infrastructure practices to support pioneering machine learning research and development
What you need to succeed
PhD or Master's in computer science or related field and 5+ years of hands-on industryexperience
Proven proficiency with Python and developing systems, frameworks and SDKs
Experience with infrastructure and understanding of model serving, training, orchestration, and management of GPU resources
Experience with machine learning and distributed Pytorch
Strong critical thinking, analytical and quantitative problem-solving ability
Excellent communication, relationship skills and a strong teammate
While not required, it's an added plus if you also have:
Experience with KubeFlow, MLFlow, Ray, SageMaker, or similar
Experience with Pyt orch distributed, MPI, Megatron, Horovod and other AI training frameworks
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 benefits programs, the stories we tell, the customers we serve, and how you can help us
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Worksite address
san jose, CA, 95199, US
Who can apply
Review the original listing for work authorization, qualifications and employer requirements.