Job Details

Senior Ml Engineer

Gentoro was founded by a team with deep experience in enterprise infrastructure and AI, with leadership roots at companies including Splunk, WebLogic, and Asurion. Gentoro helps organizations simplify AI integration into real-world systems, with the observability, manageability, and security required for production deployments. As agentic workflows shift from experimentation to real execution, Gentoro helps teams enforce governance, maintain auditability, and deliver reliable outcomes at scale.

We are looking for a visionary Senior ML Engineer who will bridge the gap between high-level architecture and hands-on execution, specifically focusing on simplifying enterprise integration for AI agents. As a key hire during our current growth phase, you will define the standards for how our platform scales and interacts with other enterprise applications.

Design and implement multi-agent systems and orchestration layers

Build and operate observability stacks (e.g., OpenTelemetry) to monitor agent reasoning paths, tool usage, and performance in real-time

Develop and enforce technical safety mechanismssuch as input/output filtering and behavioral boundariesto mitigate risks like hallucinations, prompt injections, and bias

Build visualizations to convey interesting behavior of agentic systems

Implement fallback mechanisms, human-in-the-loop (HITL) checkpoints, and automated recovery for agentic failures

Implement best practices for LLMOps, monitoring, and performance tuning of AI models in live environments

Automate SDLC processes and CI/CD pipelines, elevate QA standards, and develop incident response protocols to enable high velocity, availability and reliability of our platform

You thrive in the "ambiguity phase" of a startup but build with the discipline of an enterprise-grade engineer.

You are a "force multiplier" who elevates the technical bar for the entire team.

You are obsessed with the practical application of AI, moving beyond demos to create reliable, production-hardened products

You have a high-confidence, low-ego mindset