Machine Learning Services Engineer

Our Company

Changing the world through digital experiences is what Adobe’s all about. We give everyone—from emerging artists to global brands—everything they need to design and deliver exceptional digital experiences! We’re passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen.

We’re on a mission to hire the very best and are 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!

The Firefly GenAI engineering team is looking for a passionate GenAI Services - Senior Software Development Engineer to enable and accelerate the Adobe GenAI creative flows powered by brand-new machine learning models.

Our goal is to seamlessly enable users to transform Creative Intent into Creative Success, through GenAI features, in our revolutionary content creation applications : Firefly, Express, Photoshop and others.

We are looking for a tenured software engineer who will be responsible for accelerating the enablement of innovative cloud based generative AI features . This is a unique opportunity to work on powerful new and state-of-the-art generative technologies. In this role, you will work closely with ML researchers, bringing pioneering AI experiences to our users by enabling the large scale productization through cloud based services.

Responsibilities

Design and develop the GenAI backend services for Firefly, creating GPU optimized, efficient model pipelines that power the generative AI features on Firefly website, Photoshop, Illustrator, Express, Stock and other applications / surfaces

Work on large-scale stateful and stateless distributed systems, Kubernetes, and a wide range of diverse services, including infrastructure, real-time messaging, data ingestion platforms, SQL and no-SQL databases, web services, orchestration services and more

Collaborate closely with data scientists and engineers to ensure the GenAI services are effectively integrated into Adobe products and systems

Ensure scalable and reliable cloud services with observability, logging and tracing to enable quick detection, understanding and resolution of run-time issues

Explore and research new and emerging ML and MLOps technologies to continuously improve Adobe`s GenAI engineering effectiveness and efficiency

Requirements

Excellent programming skills (Python, C++)

Proven programming skills with standard machine learning tools such as Python, PyTorch, and TensorFlow

Track record of delivering cloud-scale, data-driven products, and services that are widely adopted with large customer bases

Exposure to container runtime environments

Experience in building, deploying, and managing infrastructures in public clouds (AWS, Azure) or virtualization technologies.

Advanced understanding of AI / ML, including ML frameworks

Passion for staying up to date with the latest trends and technologies in AI / ML - in the cloud and on device

Experience with CI / CD tools (, Jenkins, GitLab CI)

Bachelor’s or equivalent experience in engineering

Bonus

Experience with GPU optimization (CUDA, Triton)

Experience converting models from various frameworks like  PyTorch and TensorFlow  to other target formats, to ensure compatibility and optimized performance across different platforms

FireflyGenAI