Staff Machine Learning Engineer
Core
Design and deliver production-grade generative and agentic AI systems that power Adobe Firefly AI Assistant and Creative Cloud experiences for creative professionals.
Role type
Staff Machine Learning Engineer (Generative & Agentic AI)
Builds
Multimodal AI systems, agentic workflows, scalable APIs, and ML infrastructure for Adobe products.
Domain
Creative Technology, Generative AI, Multimodal Learning
Deliverable
production ML models | product features | infrastructure
Required skills
Agentic AI system design, Computer Vision, Generative AI (Transformers, Diffusion, LLMs, VLMs), Python, PyTorch, Scalable API design, Distributed services, Cloud platforms (AWS/Azure), Containerization (Docker/Kubernetes), Probability & Statistics
Preferred skills
Multi-agent systems, Video understanding, Large-scale model fine-tuning, AI safety & evaluation, Agent orchestration frameworks
Technologies
PyTorch, Transformers, Diffusion models, LLMs, VLMs, AWS, Azure, Docker, Kubernetes, MCP, ChatGPT, Claude, Cursor
Responsibilities
Lead design and deployment of multimodal/generative AI systems; Build agentic AI systems for complex creative workflows; Develop scalable services and APIs; Drive end-to-end ML lifecycle; Improve performance and reliability of production AI systems; Provide technical leadership and mentorship.
Seniority
Staff, hands-on IC with strategic impact