About this role
Join Adobe's Document Product Group as a Senior Machine Learning Engineer to build foundational agentic frameworks from scratch. You will design and implement sophisticated memory and retrieval systems that enable AI agents to reason, learn, and act reliably over extended interactions. This hands-on role is ideal for engineers who excel at translating cutting-edge research into robust, scalable production systems.
What we are looking for 6
- Design and build agentic frameworks, including planning, tool use, and multi-agent coordination
- Architect and implement advanced memory systems (short-term, long-term, episodic, semantic)
- Build and optimize retrieval systems with hybrid search, embeddings, and knowledge graphs
- Translate research and literature into production-ready ML systems
- Define and implement evaluation methodologies for agent, memory, and retrieval quality
- Develop data pipelines and backend services for scalable agentic systems