Applied LLM Systems Engineer

- Build production grade LLM applications for documentation workflows - Coordinate with technical writers and engineers to identify AI use cases - Design evaluation frameworks and regression testing - Design orchestration for multi step workflows - Establish observability auditability rollback and safe failure modes - Implement retrieval structured output and tool integrated systems - Optimize context management and token usage - Preserve provenance between source and generated outputs