Sr. Machine Learning Services Engineer, Adobe Firefly

Adobe changes the world through digital experiences, providing tools for emerging artists to global brands to create exceptional digital experiences.
$162,000 - $301,200
Machine Learning
Senior Software Engineer
In-Person
5+ years of experience
AI · Enterprise SaaS

Description For Sr. Machine Learning Services Engineer, Adobe Firefly

Adobe is seeking a Senior Machine Learning Services Engineer to join their Firefly team, a groundbreaking initiative in creative generative AI. This role sits at the intersection of cutting-edge AI technology and enterprise-scale software engineering, focusing on building and optimizing the services that power Adobe's generative AI features across their product suite.

The position involves developing GPU-optimized model pipelines for custom generative AI solutions, ensuring scalable and reliable cloud services, and contributing to Project Colligo - Adobe's AI superhighway for inference and training. You'll be working with state-of-the-art ML technologies while handling massive scale operations processing billions of requests monthly.

As a Sr. ML Services Engineer, you'll be instrumental in building the infrastructure that enables Enterprise customers to leverage Adobe's GenAI capabilities. This includes developing critical business logic for usage metering, entitlement checks, and quota management. The role requires expertise in both ML operations and large-scale distributed systems, using technologies like Python, PyTorch, Kubernetes, and AWS.

This is an exceptional opportunity to work at Adobe, a company known for transforming the digital creative landscape, while contributing to Firefly - their next-generation AI initiative. You'll be part of a team that's pushing the boundaries of what's possible in creative AI, working on technology that will impact millions of users worldwide. The position offers competitive compensation and the chance to work with cutting-edge AI technology in a company that's been at the forefront of digital innovation for decades.

Last updated 3 months ago

Responsibilities For Sr. Machine Learning Services Engineer, Adobe Firefly

  • Contribute to backend services for Firefly that power Generative AI features across Adobe products
  • Develop GPU optimized, efficient model pipelines for custom Generative AI solutions
  • Ensure scalable, reliable cloud service with observability and logging
  • Contribute to Project Colligo, the AI superhighway for inference and training
  • Develop business logic for metering usage, entitlement checks, and quota limits

Requirements For Sr. Machine Learning Services Engineer, Adobe Firefly

Python
Java
Kubernetes
  • Proven track record building, optimizing and operating GPU intensive ML workloads in production
  • Several years' experience architecting cloud services 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, CUDA, GPU drivers, Kubernetes, AWS
  • Nice to have: Java

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