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

Canva Canva · Enterprise · Perth, WA +1 · Information Technology

Senior Machine Learning Engineer at Canva to build and ship ML-powered features for ad generation experiences, design ML pipelines, and collaborate with cross-functional teams. The role requires expertise across the ML lifecycle, including Generative AI technologies like LLMs, diffusion models, prompt engineering, RAG, and fine-tuning.

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
  • ML lifecycle: data processing, model training, evaluation, deployment, and monitoring
  • Generative AI (GenAI): LLMs, diffusion models, prompt engineering, RAG, or fine-tuning
  • Product mindset

Nice to have

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

Other signals

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