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Senior Machine Learning Engineer - Integrations (AU remote)

Roles & Responsibilities

  • Experience working with LLMs in production with rigorous error analysis and understanding how models select and invoke tools, where they fail, and how to improve reliability
  • Strong evaluation and benchmarking skills: ability to design metrics, build eval pipelines, and measure AI integrations at scale
  • Experience designing APIs or tools consumed by AI agents and understanding that tool UX impacts AI accuracy
  • Proficiency in Python and ML frameworks, with comfort in TypeScript/Node.js and cloud infrastructure (Cloudflare Workers, AWS or similar)

Requirements:

  • Design and optimise AI-ready tools and APIs that enable LLM platforms to reliably interact with Canva's design capabilities, focusing on latency and cost reduction without sacrificing end-user performance; pioneer agent-to-agent communication
  • Build and maintain evaluation frameworks to measure tool-use accuracy across platforms, including proxy-based fast evaluations for development velocity and real-client evaluations for production validation
  • Experiment with LLM orchestration and agent architectures to develop Canva agents that third-party providers can call to design quickly, efficiently, and at scale; automate workflows such as marketing campaigns by connecting user intent, Canva and third parties
  • Develop observability and monitoring systems to track how AI assistants consume Canva's tools in production, identify failure patterns, and drive continuous improvement

Job description

Company Description

Join the team redefining how the world experiences design.

Hey, g'day, mabuhay, kia ora,你好, hallo, vítejte!

Thanks for stopping by. We know job hunting can be a little time consuming and you're probably keen to find out what's on offer, so we'll get straight to the point. 

Where and how you can work

Our flagship campus is in Sydney, with a second campus in Melbourne and co-working spaces in Brisbane, Perth, Adelaide, and Auckland, NZ. You have flexibility in how and where you work — whether that's from one of our spaces, from home, or a mix of both. This role is remote-friendly within Australia, so you can choose the setup that empowers you and your team to do your best work.

Job Description

About the team

We aim to build the world’s richest Ecosystem of apps for visual design and communications that supercharge Canva’s ability to meet the diverse needs of a billion users and drive Canva’s MAU growth.

With the proliferation of innovations in generative AI and as large organizations have increasingly complex workflows to manage their designs, Canva is well poised to become the platform that simplifies access and discovery of services related to visual design. We are already working with hundreds of developers to enable access to these exciting products with our Apps SDK and Canva public REST API!

As one of the groups in Ecosystem, the Integrations and Solutions Group builds Canva's AI integration layer — the infrastructure that connects Canva's design capabilities to the world's leading AI assistants. Our teams own the MCP platform, AI-optimised tools and APIs, evaluation frameworks, and the agent architecture that powers millions of AI-driven design interactions. We work directly with partners like OpenAI, Anthropic, and Google, and we're in the middle of a strategic shift from protocol-first integrations toward intelligent, Canva-hosted design agents.

As a Senior Machine Learning Engineer, you'll play a key role in shaping how AI platforms experience Canva — ensuring our tools are reliable, our integrations are measurable, and our agent architecture evolves to meet the needs of a rapidly changing ecosystem.

What you’d be doing in this role

As Canva scales change continues to be part of our DNA. But we like to think that's all part of the fun. So this will give you the flavour of the type of things you'll be working on when you start, but this will likely evolve.

At the moment, this role is focused on:

  • Design and optimise AI-ready tools and APIs that enable LLM platforms (ChatGPT, Claude, Gemini and others) to reliably interact with Canva's design capabilities — focusing on optimising tools to decrease latency and reduce costs without sacrificing end-user performance. Pioneer agent to agent communication.

  • Build and maintain evaluation frameworks to systematically measure tool-use accuracy across platforms, including proxy-based fast evals for development velocity and real-client evals for production validation.

  • Experiment with LLM orchestration and agent architectures — Develop Canva agents that any 3rd party provider can call to design quickly, efficiently and at scale. Automate entire workflows such as marketing campaigns by connecting user intent, Canva and third parties.

  • Develop observability and monitoring systems to track how AI assistants consume Canva's tools in production, identifying failure patterns and driving continuous improvement.

  • Work across platform boundaries — understanding the behavioural quirks of different LLM platforms and building adapters or configurations that account for them at scale.

  • Collaborate with AI partners and internal teams to shape tool design, API evolution, and integration strategy aligned with Canva's broader AI ecosystem goals.

You're probably a match if

  • You have experience working with LLMs in production — not just prompt engineering, but rigorous error analysis and understanding how models select and invoke tools, where they fail, and how to improve reliability.

  • You're skilled in evaluation and benchmarking — you know how to design metrics, build eval pipelines, and measure whether AI integrations are actually working at scale.

  • You have experience designing APIs or tools consumed by AI agents — understanding that tool descriptions are UX for AI, and small changes in naming or structure can swing accuracy by 40%.

  • You can build and iterate on agent architectures — whether that's orchestration layers, MCP servers, or intent-based APIs that abstract complexity from external models.

  • You're proficient in Python and familiar with ML frameworks, but equally comfortable working with TypeScript/Node.js and cloud infrastructure (Cloudflare Workers, AWS, or similar).

  • You thrive in cross-functional, partner-facing work — collaborating with engineering, product, and external AI platform teams (OpenAI, Anthropic, Google) to shape integration strategy.

  • You enjoy solving ambiguous, fast-moving problems — the AI ecosystem is evolving rapidly and you're energised rather than overwhelmed by that.

Additional Information

Don't tick all the boxes? Don't worry about that - nobody does!  

We’d still love to hear from you! At Canva, we know that great engineers come from a variety of backgrounds, and we value passion, curiosity, and a willingness to learn just as much as specific experience. If you're excited about this role but don’t tick every box, we encourage you to apply, you might a great fit in ways you didn’t expect!

What's in it for you?

Achieving our crazy big goals motivates us to work hard - and we do - but you'll experience lots of moments of magic, connectivity and fun woven throughout life at Canva, too. We also offer a stack of benefits to set you up for every success in and outside of work.

Here's a taste of what's on offer:

  • Equity packages - we want our success to be yours too
  • Inclusive parental leave policy that supports all parents & carers
  • An annual Vibe & Thrive allowance to support your wellbeing, social connection, office setup & more
  • Flexible leave options that empower you to be a force for good, take time to recharge and supports you personally

Check out  lifeatcanva.com for more info.

Other stuff to know

We make hiring decisions based on your experience, skills and passion, as well as how you can enhance Canva and our culture. When you apply, please tell us the pronouns you use and any reasonable adjustments you may need during the interview process.

All interviews are conducted virtually

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