Machine Learning Engineer, Adobe Firefly ServicesDormont Manufacturing Co • San Jose, Arizona, United States
Machine Learning Engineer, Adobe Firefly Services
Dormont Manufacturing Co
- San Jose, Arizona, United States
- San Jose, Arizona, United States
Über
Generative AI Services
team is seeking
Senior
Machine Learning Engineers
for our GenAI Services area. In this high‑impact role, you will work with a team of talented engineers in building scalable, high‑performance generative AI systems—powering features across Adobe products like Firefly, Photoshop, Illustrator, Express, Stock, and Premiere. You will design and develop efficient inference pipelines, optimize models for latency and throughput at inference, and build APIs and ecosystems that integrate both Adobe’s first‑party and third‑party generative models into Adobe suite of products that serve individual and enterprise customers. You will tackle Adobe’s most complex engineering challenges at the forefront of the industry, set technical direction, and mentor other ML engineers.
Job Responsibilities
Design and develop core GenAI services and APIs that integrate a wide range of generative models into Adobe’s flagship products.
Design and build ML workflows for enterprise‑scale model customization, serving, and ecosystem integration.
Collaborate with Adobe Research and other model developer teams with a focus on model inference strategies and productization of those models.
Build and optimize GPU‑accelerated pipelines for both (customized) model training and inference—prioritizing performance, scalability, and reliability.
Foster a culture of innovation, technical excellence, and continuous improvement across the organization.
What You’ll Need to Succeed
MS or PhD in Computer Science, Machine Learning, or a related field—or equivalent industry experience.
4–7+ years of experience in machine learning, including production‑scale deployments.
2+ years of experience leading large‑scale, GPU‑intensive GenAI systems (training, inference, and 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 .
Good communication and leadership skills, with a track record of driving alignment in matrixed organizations.
Preferred Qualifications
Experience with model serving, inference, orchestration, and GPU resource management in large‑scale environments.
Hands‑on expertise in
Kubernetes , distributed systems, and MLOps platforms.
Adobe is an Equal Employment Opportunity employer.
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Sprachkenntnisse
- English
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