AI Data Architect (Remote)
Tasks
- Analyze failure cases for continuous improvement
- Build metadata schemas
- Build ontologies and knowledge graphs
- Create document ingestion cleaning parsing standards
- Define access control logic in retrieval workflows
- Define chunking strategies
- Define content interpretation prioritization and retrieval logic
- Define data lineage and provenance tracking
- Define data quality standards
- Define measurable retrieval precision recall grounding and latency metrics
- Design RAG system architecture
- Design taxonomy terminology and metadata standards
- Develop reranking logic
- Ensure traceable explainable grounded AI responses
- Establish retrieval pipelines
- Evaluate retrieval accuracy and answer quality
- Implement hybrid retrieval strategies
- Implement observability and monitoring pipelines
- Implement orchestration between retrieval LLM and agentic workflows
- Implement source of truth hierarchies and authority ranking
- Maintain domain specific test sets
- Manage version control and content freshness tracking
- Optimize query routing based on user intent
- Orchestrate LLM usage across pipeline
- Transform enterprise documents into AI ready formats
- Translate business rules into metadata models
Perks/Benefits
Skills/Tech-stack
API Architecture | Access Control | Chunking | Compliance | Data Architecture | Data Governance | Data Lineage | Data Security | ELT | ETL | Hybrid retrieval | Keyword search | Knowledge graphs | LLM orchestration | Metadata filtering | Metadata schemas | Model Context Protocol | Ontology Design | Prompt engineering | Provenance tracking | RAG | Relevance Tuning | Reranking | Retrieval-Augmented Generation | Role-Based Access | Role-Based Access Control | SSO | Search & Ranking | Semantic Search | Taxonomies | Vector Databases | Vector embeddings | Vector similarity
Education
N/A
Roles
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