Digital Experience Architect

3 weeks ago


San Jose, California, United States Adobe Full time

About Adobe

At Adobe, we're passionate about empowering people to create beautiful and powerful digital experiences. We give everyone – from emerging artists to global brands – everything they need to design and deliver exceptional digital experiences 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 believe that new ideas can come from everywhere in the organization, and we know the next big idea could be yours.

The Opportunity

Firefly is our new family of creative generative AI models coming to Adobe products. It's a natural extension of the technology we've 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're 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.

Responsibilities:

  • Design, architect, and build cloud ML platform solutions related but not limited to resource management, monitoring, allocation, and job scheduling.
  • Design, architect, and build reliability, observability, and utilization infrastructure for cloud computing resources.
  • Collaborate with data platform engineers and architects to seamlessly integrate low-latency data pipelines into the ML platform for model training.
  • Collaborate with machine learning and data scientists to identify and resolve requirements to improve the training cost and turnaround time on the ML platform.
  • Monitor machine learning platform performance and modify infrastructure to fit fluid cloud resource needs.
  • Write high-quality, product-level code that is easy to maintain and test following standard methodologies.

Key Skill Requirements:

  • Proficiency in at least two of: Linux, Ansible, Docker, Kubernetes (3+ yrs)
  • Expert in Python and/or C++
  • Experience in distributed computing (3+ yrs)
  • Experience in HDFS, Spark, Presto (3+ yrs)
  • Experience working with AWS or similar cloud infrastructure (3+ yrs)
  • Experience with HW resource management for ML training and/or deployment
  • B.S., M.S., or Ph.D. in Computer Science, Computer Engineering, or a related area

Estimated Salary

The estimated annual salary for this position is $142,700 - $257,600.



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