Machine Learning Engineer - Training & Dataset Platform (AU remote)
Canva
Sydney
5 days ago
Machine Learning Engineer - Training & Dataset Platform (AU remote)
Canva is seeking a Machine Learning Engineer for its Dataset & Training Platform team to build and improve data pipelines, dataset tooling, and platform components supporting ML training and evaluation. The role is remote-friendly within Australia, full-time, and requires strong programming skills and experience with large datasets. No visa sponsorship is offered.
Hybrid
Full-time
Senior
Python
TensorFlow
Salary
Not specified
Core Qualifications
Technical (Must-have)
PythonTensorFlowPyTorch
Soft Skills
communicationcollaborationproblem solvingcritical thinking
Key Responsibilities
- 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.
- Contribute to engineering standards: code quality, documentation, and operational readiness.
- Support iteration velocity by improving developer experience for dataset discovery, usage, and experimentation.
Machine LearningData PipelinesPlatform EngineeringPythonPyTorchTensorFlowRemoteFull-timeAICanva