Senior Machine Learning Architect

2 weeks ago

Sydney, New South Wales, Australia Canva Full time

About the Role


We are seeking a talented Machine Learning Architect to lead our platform projects from ideation to delivery. As a key member of our GenAI Platform Group, you will be responsible for implementing changes to our build process for model servers, improving developer experience while ensuring consistency and traceability from dev through to production.


Your Key Responsibilities



  • Leading ML platform projects end-to-end from ideation to delivery
  • Implementing changes to our build process for model servers, improving developer experience while ensuring consistency and traceability from dev through to production
  • Working closely with other teams to understand how we can improve our existing services and platforms, or introduce new ones, in order to optimize their efficiency
  • Modernizing our underlying AWS serving infrastructure by migrating to EKS, as well as uplifting our account structure to expose new regions and services
  • Working to "platformize" new (or immature existing) capabilities such as model observability
  • Continue exploring opportunities for our platform teams to better leverage each other in order to optimize for delivery of both product and R&D teams

Requirements



  • Proven track record of delivering wide changes and acquiring buy-in from multiple stakeholders
  • Passionate about engineering excellence, systems architecture, and meeting non-functional requirements
  • Background in integrating and scaling ML within engineering systems
  • Understanding of Computer Science/Engineering fundamentals and first principles covering system design, data structures, architecture, and design patterns
  • Excellent collaboration, communication, and stakeholder management skills

What We 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.

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