Senior Machine Learning Engineer - Agent Tools Interop (AU remote)
Core
Designing systems for reliable, safe, and scalable tool calling for agentic AI within Canva's ecosystem.
Role type
Senior Machine Learning Engineer (Agentic AI/Tool Interop)
Builds
Interoperability layer for agentic tool discovery, invocation, and evaluation
Domain
Generative AI, Agentic AI, Developer Platforms
Deliverable
production ML models
Required skills
LLM tool-use, function calling, tool schema design, evaluation pipeline design, systems design, agentic AI protocols (MCP, A2A), mentorship
Preferred skills
Experience with Canva's ecosystem, deep knowledge of agentic AI developments
Technologies
LLMs, MCP, A2A protocols
Responsibilities
Build systems for agent tool discovery and invocation, design tool schemas for LLM accuracy, operate evaluation pipelines for tool calling, collaborate on integrating agentic capabilities, advise teams on tool definitions, partner on governance and safety, mentor engineers on agentic patterns
Seniority
Senior, hands-on IC
