Senior Machine Learning Engineer (Firefly)

Adobe changes the world through digital experiences, providing tools for emerging artists to global brands to design and deliver exceptional digital experiences.
Machine Learning
Senior Software Engineer
In-Person
5,000+ Employees
12+ years of experience
AI

Description For Senior Machine Learning Engineer (Firefly)

Adobe's Firefly Gen AI Models and services group is seeking a dedicated architect with expertise in machine learning to support the creation, improvement, and deployment of model pipelines for Adobe's top products. As a Firefly model architect, you will join an outstanding team of ML and service engineers building the future of digital experiences. You will help set long-term technical strategy and work across multiple Adobe teams to architect the pipelines of future foundation models. You will make important architecture decisions and prioritize model optimization experiments, with the opportunity to develop novel ideas that advance the creative world through features in Adobe's products, reaching millions worldwide.

The role requires deep expertise in machine learning architecture, particularly in optimizing large-scale foundation model pipelines for Generative AI. You'll be responsible for designing and developing GenAI backend services for Firefly, creating GPU-optimized, efficient model pipelines that power generative AI features across Adobe's product suite including Photoshop, Illustrator, Express, and Stock.

Key responsibilities include architecting ML pipelines, providing technical leadership, exploring emerging ML technologies, and collaborating with research teams to bring innovative ideas to production. The ideal candidate should have extensive experience (12+ years) with 3+ years in a Lead/Architect role, strong technical leadership skills, and deep expertise in Generative AI technologies including GANs, diffusion models, and transformers.

This is an opportunity to shape the future of creative AI at Adobe, working with cutting-edge technology while leading and mentoring teams. The role offers the chance to impact millions of users worldwide through Adobe's flagship products while working in a collaborative, innovation-focused environment that values technical excellence and creative problem-solving.

Adobe offers a competitive compensation package and is committed to creating an inclusive workplace where all employees can thrive. The company values diversity and provides equal opportunities for growth and advancement.

Last updated 8 hours ago

Responsibilities For Senior Machine Learning Engineer (Firefly)

  • Help architect and optimize large-scale foundation model pipelines in Generative AI
  • Design and develop the GenAI backend services for Firefly
  • Create GPU optimized, efficient model pipelines
  • Collaborate with researchers and engineers
  • Provide technical leadership and mentorship
  • Explore new ML and MLOps technologies
  • Review features, technology, architecture, designs and test strategies

Requirements For Senior Machine Learning Engineer (Firefly)

Python
  • Masters or Ph.D. in Computer Science, AI/ML, or related fields or B.Tech with strong AI/ML experience
  • 12+ years of experience
  • 3+ years as a Lead/Architect
  • Excellent communication and technical leadership skills
  • Experience in tech leading GenAI projects
  • Experience with latest Generative AI technologies (GAN, diffusion, transformer models)
  • Strong hands-on experience with large-scale GenAI model pipelines
  • Strong collaboration skills
  • Experience training or optimizing models (CUDA, Triton, TRT, AOT)
  • Experience converting models across frameworks
  • Good publication record in Computer Science, AI/ML

Benefits For Senior Machine Learning Engineer (Firefly)

Medical Insurance
Vision Insurance
Dental Insurance
  • Equal Employment Opportunity
  • Competitive compensation package
  • Inclusive workplace environment

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