
Digital Senior
1 week ago
1226 Makati City, National Capital Region iScale Solutions
This is a remote position.
Job Description- Design and implement a scalable data architecture integrating with the Eliza framework .
- Develop advanced vector embedding systems for semantic knowledge representation.
- Create multi-modal memory structures supporting both episodic and semantic agent memory.
- Implement efficient RAG (Retrieval-Augmented Generation) pipelines with vector database integration.
- Design context window optimization systems to maximize relevant information retrieval.
- Build knowledge graph structures for entity relationship tracking across project artifacts.
- Develop APIs for bidirectional enterprise tool integration (JIRA, Project Server , etc.).
- Implement secure data partitioning to maintain compliance with financial industry standards.
- Create cross-agent knowledge sharing protocols adhering to specified access controls.
- Design and implement observability systems for agent memory and knowledge retrieval.
- In-depth experience with the Eliza framework and its agent coordination capabilities.
- Practical implementation experience with vector databases (Pinecone, Weaviate, Milvus , or Chroma ).
- Hands-on experience with embedding models (e.g., OpenAI, Cohere , or open-source alternatives).
- Deep knowledge of LangChain/LlamaIndex for agent memory and tool integration.
- Experience designing and implementing knowledge graphs at scale.
- Strong background in semantic search optimization and efficient RAG architectures.
- Experience with Model Control Plane (MCP) for both LLM orchestration and enterprise system integration.
- Advanced Python development with expertise in async patterns and API design.
- Full Time Employment with competitive salary and benefits.
- Medical, dental, and vision insurance coverage.
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