Job description for AI / Automation Engineer – SOCOM Agents at RPO Solutions
KEY RESPONSIBILITIES
"- Build AI agents that operate on approved SOCOM data, exports, templates and prompt libraries.
- Create the first agents: post-campaign insight, creator proposal, livestream planning, diagnostics and data-quality.
- Implement prompt orchestration, retrieval/context injection, structured outputs, tool calls, logging and human-in-the-loop review.
- Design evaluation harnesses, golden test sets, hallucination checks and SME review scorecards.
- Partner with the Data Engineer so agents use reliable semantic tables, not uncontrolled raw data.
- Partner with QA to define AI output quality gates before use in leadership or client-facing deliverables.
- Document agent scope, limitations, escalation logic and governance rules; choose simple automation where LLMs aren’t needed."
