Senior GenAI Engineer — Scalable Inference & GPUs

Adobe; San Francisco (CA); On-site; USD 183,000 - 265,000; Full time

Job summary

Adobe Firefly’s Generative AI Services team is seeking a Senior Machine Learning Engineer to design and build scalable GenAI inference pipelines, optimize models for latency, and deliver APIs that integrate diverse generative models across Firefly, Photoshop, Express, and Premiere.

You will mentor engineers, lead GPU-accelerated workflows, and collaborate with Adobe Research to advance model inference strategies, training, and deployment at enterprise scale.

Qualifications

• MS or PhD in Computer Science, ML, or related field or equivalent experience.
• 4–7+ years of experience in machine learning, including production-scale deployments.
• 2+ years leading large-scale, GPU-intensive GenAI systems (training, inference, optimization).
• Experience with GenAI frameworks and tools such as PyTorch, CUDA, Triton, TensorRT, Nvidia Dynamo, and Python.
• Good understanding of generative model architectures, including diffusion models, transformers, and GANs.
• Strong communication and leadership skills with a track record of cross-team alignment.

Responsibilities

• Design and development of core GenAI services and APIs that integrate various generative models into Adobe’s products.
• Design and build ML workflows for enterprise-scale model customization, serving, and ecosystem integration.
• Collaborate with Adobe Research and other model teams on inference strategies and productization.
• Build and optimize GPU-accelerated pipelines for training and inference, prioritizing performance and reliability.
• Foster a culture of innovation and technical excellence across the organization.

Skills

PyTorch

CUDA

Triton

TensorRT

Python

Diffusion models

Transformers

GANs

Leadership

Communication

Education

MS or PhD in Computer Science, Machine Learning, or related field

Tools

Kubernetes

MLOps platforms

Job description

Adobe Firefly’s Generative AI Services team is seeking a Senior Machine Learning Engineer to design and build scalable GenAI inference pipelines, optimize models for latency, and deliver APIs that integrate diverse generative models across Firefly, Photoshop, Express, and Premiere.

You will mentor engineers, lead GPU-accelerated workflows, and collaborate with Adobe Research to advance model inference strategies, training, and deployment at enterprise scale.