Machine Learning Engineer 4, Firefly GenAI Services

Overview

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!

Position Summary:
Adobe Firefly Gen AI Models and services group seeks passionate machine learning engineers to deliver groundbreaking generative AI experiences.

In this role, you'll:
Optimize and scale state-of-the-art generative AI models.
Deploy AI-driven creative tools that empower millions globally.
Solve real-world challenges in AI scalability and production readiness. Job Responsibilities
Help architect and optimize large-scale foundation model pipelines in Generative AI
Design and develop the GenAI backend services for Firefly, creating GPU optimized, efficient model pipelines that power the generative AI features on Firefly website, PPro, Photoshop, Illustrator, Express, Stock and other applications/surfaces
Collaborate with outstanding Applied researchers and engineers to bring ideas to production
Provide technical leadership and mentorship for junior team members
Explore and research new and emerging ML and MLOps technologies to continuously improve Adobe’s GenAI engineering effectiveness and efficiency
Review and provide feedback on features, technology, architecture, designs and test strategies.
What you'll need to succeed
Masters or Ph.D. in Computer Science, AI/ML, or related fields or B.Tech and strong experience in AI/ML
8+ years of experience
Excellent communication and technical leadership skills
Experience in tech working with a large number of contributors on time-sensitive and business-critical GenAI projects
Experience in the latest Generative AI technologies, such as GAN, diffusion, transformer models
Strong hands-on experience with large-scale GenAI model pipelines and/or shipping ML features
Strong collaboration skills. Experience with working in a Matrix organization, driving alignment, drawing conclusions, and getting things done

Preferred experience:
Experience training or optimizing models (CUDA, Triton, TRT, AOT)
Experience converting models from various frameworks like PyTorch and TensorFlow to other target formats to ensure compatibility and optimized performance across different platforms
Good publication record in Computer Science, AI/ML, or related fields

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