Canva

Machine Learning Engineer – Training & Dataset Platform

Canva

full-time

Posted on:

Location Type: Remote

Location: Australia

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Tech Stack

PythonPyTorchTensorflow

About the role

  • Build and improve data pipelines, dataset tooling, and platform components that support ML training and evaluation
  • Partner with ML and applied science teams to translate training/evaluation needs into scalable platform solutions
  • Implement quality controls (validation, monitoring, testing) to improve trust in data and pipeline outcomes
  • Debug issues across data + ML workflows, driving root-cause fixes and preventing repeat incidents

Requirements

  • Solid foundations in ML engineering and data systems
  • Experience working with large datasets
  • Strong programming skills (e.g., Python)
  • Proficient in ML frameworks (e.g., TensorFlow, PyTorch)
  • Excited to work in a fast-paced, product-driven environment
Benefits
  • 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
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
ML engineeringdata systemsPythonTensorFlowPyTorchdata pipelinesdataset toolingquality controlsvalidationmonitoring
Soft Skills
problem-solvingcollaborationcommunicationadaptabilityattention to detail