Senior Machine Learning Engineer - AI Enablement (au Remote)

Canva Canva · Enterprise · Melbourne, VIC, Australia · Information Technology

Senior Machine Learning Engineer focused on AI enablement, acting as a solution expert and trusted partner to product teams. This role facilitates model evaluations, data pipelines, inference optimization, and works on platform engineering to accelerate the delivery of GenAI capabilities across Canva. It emphasizes enabling other teams to move faster and ship AI-powered features efficiently.

What you'd actually do

  1. Act as a solution expert across ML domains including evaluations, training, inference, data pipelines, labelling, and optimisation
  2. Work directly alongside product teams as a trusted partner, helping them navigate technical challenges and arrive at effective solutions
  3. Provide expert guidance on platform capabilities, helping teams understand what's possible and how to get there efficiently
  4. Develop blueprints, patterns, and paved roads that allow other teams to follow proven approaches and accelerate their own implementations
  5. Debug and resolve complex issues, identifying root causes and sharing learnings broadly

Skills

Required

  • Strong Python expertise with experience in ML frameworks
  • Experience working with Kubernetes
  • Experience or knowledge of building data pipelines
  • Experience or knowledge of model evaluations
  • Experience with inference optimisation and serving infrastructure
  • Experience supporting or working closely with research, data science, or product teams
  • Excellent debugging and problem-solving skills across the full ML stack
  • Ability to context-switch effectively across multiple concurrent projects
  • Strong communication skills with the ability to explain complex technical concepts to varied audiences
  • A collaborative mindset with a focus on enabling others to succeed

What the JD emphasized

  • not a model building role
  • facilitating model evaluations
  • optimising inference performance
  • working directly with product teams building solutions
  • enabling others to move faster
  • accelerating the delivery of GenAI capabilities
  • removing friction from the path to production
  • ship AI-powered features at the pace and quality our ambitions require

Other signals

  • enabling others
  • accelerate the journey from experimentation to production
  • remove friction from the path to production
  • ship AI-powered features at the pace and quality our ambitions require