Senior Machine Learning Engineer - Inspire & Create (au Remote)

Canva Canva · Enterprise · Sydney, Australia · Information Technology

Senior Machine Learning Engineer at Canva to build and ship ML-powered features for ad generation experiences, design ML pipelines, and contribute to shared ML infrastructure. The role requires expertise across the ML lifecycle, experience with Generative AI (LLMs, diffusion models, RAG, fine-tuning), and a strong product mindset.

What you'd actually do

  1. Building, testing, and shipping ML-powered features that enhance our ad generation experiences
  2. Designing scalable ML pipelines in collaboration with our platform teams
  3. Working closely with PMs, designers and engineers to align on user needs and product direction
  4. Running experiments to validate assumptions and improve model effectiveness
  5. Contributing to shared ML infrastructure and best practices at Canva

Skills

Required

  • Python
  • TensorFlow or PyTorch
  • Generative AI (GenAI): LLMs, diffusion models, prompt engineering, RAG, or fine-tuning
  • GenAI platforms (e.g. OpenAI, Hugging Face, Anthropic)
  • embedding-based systems

Nice to have

  • mentoring and sharing best practices

What the JD emphasized

  • proven track record of delivering ML-powered product features in production
  • demonstrated experience building and deploying ML-powered features in production environments
  • skilled across the ML lifecycle: data processing, model training, evaluation, deployment, and monitoring

Other signals

  • building ML-powered features
  • ML lifecycle expertise
  • Generative AI experience