- Chantilly, Virginia, United States
- 10+ years
Designs and governs enterprise document parsing and preprocessing systems for AI applications, ensuring scalability, reliability, and data integrity.
Responsibilities
- Design enterprise architecture for ingesting, validating, parsing, and preprocessing large, multi-format document collections.
- Define scaling strategies that support high-throughput processing, reliability, and cost efficiency.
- Evaluate and integrate layout analysis engines, OCR, multimodal vision-language models, and document processing APIs.
- Establish semantic data schemas, document segmentation and chunking rules, and metadata standards that preserve context across document libraries.
- Design retrieval infrastructure, including indexing strategies, vector database integrations, hybrid search, and graph-based retrieval-augmented generation (GraphRAG).
Requirements
- Bachelor’s degree required