Firefly Model Architect

Changing the world through digital experiences, Adobe gives everyone—from emerging artists to global brands—everything they need to design and deliver exceptional digital experiences.
$182,900 - $334,500
Machine Learning
Principal Software Engineer
In-Person
8+ years of experience
AI

Description For Firefly Model Architect

Adobe is seeking a Firefly Model Architect to join their innovative AI team. This role sits at the intersection of machine learning and software engineering, focusing on building scalable training frameworks for cutting-edge deep learning models.

The position requires expertise in designing and implementing reusable and scalable training frameworks that support various deep learning models in large-scale and distributed environments. You'll be working primarily with Python and PyTorch, creating solutions used by numerous internal teams.

As a Firefly Model Architect, you'll collaborate closely with ML Researchers and Machine Learning engineers to accelerate the training of cutting-edge ML models. You'll lead projects from initial scoping through to launch, ensuring ongoing support and maintenance. The role demands strong technical skills in distributed training and its common strategies, along with the ability to work with large, complex codebases.

Adobe offers a competitive compensation package, with a salary range of $182,900 to $334,500 annually, varying based on location and experience. The company provides additional benefits including an Annual Incentive Plan (AIP) and potential equity awards for qualified candidates.

The ideal candidate will have a Master's degree or higher in Computer Science or a related field, demonstrating strong proficiency in Python and PyTorch. You should have solid computer science fundamentals and experience with distributed training systems. The role requires excellent communication skills and the ability to think creatively about troubleshooting complex problems.

Adobe is committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunities. They believe new ideas can come from anywhere in the organization and encourage innovation at all levels. Join Adobe to be part of a team that's changing the world through digital experiences, working on cutting-edge AI technology that impacts millions of users globally.

Last updated 17 days ago

Responsibilities For Firefly Model Architect

  • Design and implement reusable and scalable training framework for deep learning models
  • Optimize various components of the training framework
  • Collaborate with ML Researchers and Machine Learning engineers
  • Lead projects from scoping requirements to launch
  • Identify and resolve usability, extensibility, scalability issues
  • Stay updated with latest practices and share knowledge

Requirements For Firefly Model Architect

Python
  • Master's degree or above in Computer Science or related field
  • Strong proficiency in Python and PyTorch
  • Solid foundation in computer science fundamentals
  • Experience with distributed training
  • Experience working with large and complex code bases
  • Excellent communication and collaboration skills
  • Troubleshooting and debugging skills

Benefits For Firefly Model Architect

Equity
  • Competitive salary range $182,900 - $334,500 annually
  • Annual Incentive Plan (AIP)
  • Long-term incentives in form of new hire equity award
  • Equal Employment Opportunity

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