Senior Machine Learning Engineer
Core
Design, develop, and deploy large-scale machine learning systems for generative AI agents and content discovery across Adobe's Creative Cloud, Document Cloud, and Adobe Express platforms.
Role type
Senior Machine Learning Engineer (Generative AI & Content Systems)
Builds
End-to-end ML systems, scalable GPU-optimized modeling algorithms, and high-performance ML pipelines for content understanding and processing.
Domain
Generative AI, Deep Learning, Computer Vision, Recommendation Systems
Deliverable
production ML models
Required skills
Generative AI, Deep Learning, Computer Vision, Recommendation Systems, PyTorch, PyTorch Lightning, Hugging Face, Scikit-learn, Docker, Containerization, AWS, Microsoft Azure, Python, C++, Java, Rust
Preferred skills
None stated
Technologies
PyTorch, PyTorch Lightning, Hugging Face, Scikit-learn, Docker, AWS, Microsoft Azure
Responsibilities
Define and develop end-to-end machine learning systems using innovative architectures; Develop and implement scalable, GPU-optimized modeling algorithms; Build and maintain high-performance, scalable, and maintainable platform features throughout the complete ML pipeline; Design and develop runtimes and libraries for emerging ML technologies; Contribute to the creation of detailed requirements and design documents for features across the technology stack.
Seniority
Senior, hands-on IC