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SeniorFull-timePythonMachine LearningTensorFlowPyTorchML
Salary Range
$90,168 - $121,992 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role
We are looking for a Machine Learning Engineer to join the Design Import team at Canva. This role focuses on pioneering ML capabilities to improve design import accuracy and quality.
Key Responsibilities
- →Design, build, and deploy machine learning models that improve the accuracy and quality of design imports at scale.
- →Work closely with engineers to integrate ML systems into high-performance backend and rendering pipelines.
- →Define data strategies — including data collection, labeling approaches, and evaluation frameworks — to continuously improve model performance.
- →Take a new perspective on existing import solutions and apply analytical thinking to solve complex, ambiguous problems.
- →Contribute to architectural decisions that impact the broader Editing Platform ecosystem.
- →Champion experimentation, monitoring, and model observability best practices.
- →Collaborate across teams to identify opportunities where ML can unlock step-change improvements in user experience.
Requirements
- ✓Strong experience building and deploying machine learning models in production environments.
- ✓Hands-on experience with Python and ML frameworks (e.g., PyTorch, TensorFlow) and experience shipping scalable systems.
- ✓Conceptual and practical expertise in areas such as computer vision, document/layout understanding, structured data extraction, or related fields.
- ✓Comfortable navigating ambiguity and shaping problem definitions in a fast-scaling environment.
- ✓Thinks beyond model performance — considering system design, latency, reliability, and user impact.
- ✓Communicates clearly and can translate complex ML concepts into actionable engineering decisions.
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