Highly Skilled AI Engineer for Generative Content Solutions
5 days ago
Unlocking the Full Potential of Digital Experiences
At Adobe, we're passionate about empowering creators to push the boundaries of what's possible with digital technology. Our latest innovation, Firefly, is a revolutionary new family of creative generative AI models that are set to transform the way we design and deliver exceptional digital experiences.
The Opportunity
We're seeking a highly skilled Principal Machine Learning Services Engineer to join our team and help us achieve our ambitious goals in the Enterprise sector. As a key member of our Firefly team, you'll be responsible for designing and developing GPU-optimized model pipelines for custom generative AI solutions, ensuring scalability, reliability, and efficiency across a wide range of applications and surfaces.
Key Responsibilities:
- Develop and Implement Model Pipelines: Design and develop efficient GPU-optimized model pipelines for training and inference, leveraging customer data to create bespoke generative AI solutions.
- Define Architecture for Scalable Solutions: Define the architecture to support small and large premium customers, ensuring seamless training and inference without compromising Service Level Agreements (SLAs).
- Ensure Cloud Service Reliability: Ensure a scalable, reliable cloud service with observability, logging, and tracing to enable quick detection, understanding, and resolution of runtime issues.
- Contribute to Project Colligo: Contribute to the development of Project Colligo, our AI superhighway for inference and training, which will manage and serve a collection of ML models in a highly scalable and resilient system.
What You Need to Succeed
To excel in this role, you'll need a consistent track record of building, optimizing, and operating GPU-intensive ML workloads in production environments. Several years' experience architecting cloud services and infrastructure for large-scale use cases (5B+ requests per month) is also essential. A deep understanding of model serving, orchestration, scaling, and GPU resource management is critical, as well as extensive high-level software engineering experience.
Technology Skills:
- Programming Languages: Python, PyTorch, CUDA, GPU drivers
- Cloud Services: Kubernetes, AWS
- Other: AIT, AOT
Salary Range: $189,400 - $357,900 annually, depending on location and experience. At Adobe, we're committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity. We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours.
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