Agentic AI Engineer - Multi-Agent Orchestration & Tools

Machine Learning Technologies, LLC; Irvine (CA); On-site; USD 130,000 - 180,000; Full time

Job summary

Machine Learning Technologies, LLC is seeking an experienced engineer to design and build AI agents and interoperable multi-agent workflows using modern agent frameworks. You will translate business use cases into agents that can reason, access enterprise knowledge, maintain context, invoke tools and APIs, and collaborate through Agent-to-Agent patterns.

The role emphasizes Python development and production readiness, with hands-on work on Vertex AI, Google ADK, and related tools.

Qualifications

• :Experience with Python, LLMs and Generative AI applications.
• Knowledge of agentic patterns and multi-agent workflows.

Responsibilities

• Design and build enterprise AI agents and interoperable multi-agent workflows using modern agentic AI frameworks.
• Translate defined business use cases into agents that can reason, use governed enterprise knowledge, maintain context, invoke approved tools and APIs, and collaborate with other agents through Agent-to-Agent (A2A) patterns.
• Contribute to rapid pilots and production-ready implementations using reusable platform capabilities.

Skills

Python

LLM/Generative AI

Agentic patterns

Reasoning

Orchestration

Tool calling

Workflow execution

Tools

Google ADK

Vertex AI

Agent Engine

Gemini

MCP

GCP

GitHub

Docker

CI/CD

Automated testing

Job description

Machine Learning Technologies, LLC is seeking an experienced engineer to design and build AI agents and interoperable multi-agent workflows using modern agent frameworks. You will translate business use cases into agents that can reason, access enterprise knowledge, maintain context, invoke tools and APIs, and collaborate through Agent-to-Agent patterns.

The role emphasizes Python development and production readiness, with hands-on work on Vertex AI, Google ADK, and related tools.