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The role involves investigating and resolving data-quality issues in large-scale backend systems using Java, while leveraging AWS services for data repair workflows and ensuring data integrity.

Design, build, and operate end-to-end ELT pipelines that extract structured JSON from complex leasing documents using LLMs. Optimize LLM API calls and prompts, implement validation and monitoring, and collaborate with product and engineering to evolve schemas and ensure production-ready data quality.