Description
**You will build the agent that UTUA will trust to make decisions about real revenue.**
This is not prototyping. This is not a demo. This is production AI engineering—with evaluation, guardrails, provenance, and quality discipline—for an agent that analyzes monetization across ~50 countries and initiates actions with direct financial impact.
UTUA is rebuilding its operations to be AI-first. The **Cortex & Sinapse** platform makes this possible. You will be the team’s AI agent engineering reference and the one who defines the AI-leverage maturity standard for everyone.
**What you will build:**
* Production UTUA Analyst Agent, with harness, interchangeable skills, evaluation, and episodic memory
* Semantic design of Sinapse’s MCP tools—tight contracts that the model understands and uses correctly
* Evaluation framework that measures quality regression for every prompt or skill change
* HITL workflows and guardrails for write actions with financial impact
**What we’re looking for:**
* Experience building production LLM-based AI agents—not demos (tool use, harness, context management)
* Evaluation discipline: evaluation, correctness criteria, regression detection
* MCP tool design with tight contracts and awareness of god-tool
* Active and mature use of generative AI in development—you are the team’s reference in this area
**Contract model:** PJ
**Compensation:** To be discussed