Adobe · 9 hours ago
Principal Machine Learning Engineer, Firefly
San Jose, CA
Full-time
Onsite
Lead/Staff
$206K/yr - $379K/yr
8+ years expAdobe is a company focused on changing the world through digital experiences. They are seeking a Principal Machine Learning Engineer to lead a team in developing scalable generative AI systems and optimizing models for performance across Adobe products.
Artificial Intelligence (AI)ConsultingEnterprise SoftwareGraphic DesignImage RecognitionPhoto EditingSaaSSoftwareUX DesignWeb Design
Responsibilities
Lead the development of core GenAI services and APIs that integrate a wide range of generative models into Adobe’s flagship products
Design and architect ML workflows for enterprise-scale model customization, serving, and ecosystem integration
Build and optimize GPU-accelerated pipelines for both (customized) model training and inference—prioritizing performance, scalability, and reliability
Provide hands-on technical leadership, guiding engineers through architecture, design, implementation, and best practices
Research and evaluate emerging ML and MLOps technologies to enhance engineering velocity and system performance
Drive cross-functional alignment by partnering with Product Managers, TPMs, and other engineering leaders to define and deliver on the roadmap
Lead design reviews and set technical standards, ensuring high reliability and maintainability across systems
Foster a culture of innovation, technical excellence, and continuous improvement across the organization
Qualification
Required
MS or PhD in Computer Science, Machine Learning, or a related field—or equivalent industry experience
8+ years of experience in machine learning, including production-scale deployments
3+ years of experience leading large-scale, GPU-intensive GenAI systems (training, inference, and optimization)
Deep experience with GenAI frameworks and tools such as PyTorch, CUDA, Triton, TensorRT, Nvidia Dynamo, and Python
Strong understanding of generative model architectures, including diffusion models, transformers, and GANs
Proven success in leading cross-functional teams through complex, high-stakes initiatives
Excellent communication and leadership skills, with a track record of driving alignment in matrixed organizations
Preferred
Experience with model serving, orchestration, and GPU resource management in large-scale environments
Hands-on expertise in Kubernetes, distributed systems, and MLOps platforms
Benefits
Annual Incentive Plan (AIP)
Long-term incentives in the form of a new hire equity award
Company
Adobe
Adobe is a software company that provides its users with digital marketing and media solutions.
10001+ employees
H1B Sponsorship
Adobe has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (1160)
2024 (1217)
2023 (750)
2022 (878)
2021 (742)
2020 (477)
Funding
Current Stage
Public CompanyTotal Funding
$2.5MKey Investors
Apple
1986-08-20IPO
1984-10-01Series Unknown· $2.5M
Leadership Team
Shantanu Narayen
CEO
Dan Durn
Chief Financial Officer
Recent News
2026-01-16
2026-01-16
Company data provided by crunchbase