Principal AI Services Engineer at Firefly
7 days ago
About the Role
We're seeking a highly skilled Principal AI Services Engineer to join our team at Firefly, a family of creative generative AI models coming to Adobe products. As a key member of our team, you'll be responsible for designing and developing scalable, reliable cloud services with observability, logging and tracing to enable quick detection, understanding and resolution of run-time issues.
Responsibilities
- Contribute to the backend services for Firefly that power the Generative AI features on Firefly website, Photoshop, Illustrator, Express, Stock and other applications/surfaces for Enterprise customers.
- Design and Develop GPU optimized, efficient model pipelines (training and inference) for custom Generative AI solutions like "Train Your Own Model" using customer data.
- Define the architecture to support small and large premium customers for training and inference without compromising SLAs.
- Ensure a scalable, reliable cloud service with observability, logging and tracing to enable quick detection, understanding and resolution of run-time issues.
- Contribute to Project Colligo, the AI superhighway for inference and training that will manage and serve a collection of ML models in a highly scalable and resilient system.
- Develop critical aspects of the business logic in the Firefly services to ensure metering of usage, entitlement checks, quota limits and upsell workflows.
Requirements
- Consistent track record building, optimizing and operating GPU intensive ML workloads in production environments.
- Several years' experience architecting cloud services and infrastructure for large scale use (5B+ requests per month).
- Deep understanding of model serving, orchestration, scaling, GPU resource management.
- Extensive, high level software engineering experience.
- Technology Skills: Python, ML, PyTorch, AIT, AOT, CUDA, GPU drivers, Kubernetes, AWS.
- Nice to have, Java.
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