About the job
This job is about being the first Senior Machine Learning Engineer on the Design Import team at Canva, where you'll pioneer ML capabilities and improve design import accuracy. Your work will have a significant impact on user experience, making it easier for users to bring their designs into Canva. The team values collaboration and innovation, working cross-functionally to unlock new opportunities.
You'll be responsible for
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Designing and deploying ML models
Design, build, and deploy machine learning models that improve the accuracy and quality of design imports at scale.🔗
Integrating ML systems
Work closely with engineers to integrate ML systems into high-performance backend and rendering pipelines.📊
Defining data strategies
Define data strategies — including data collection, labeling approaches, and evaluation frameworks — to continuously improve model performance.What we're looking for
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Machine learning model deployment experience
Proven experience building and deploying ML models in production environments.View
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Python and ML frameworks expertise
Hands-on experience with Python and frameworks like PyTorch or TensorFlow.View
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Computer vision and layout understanding
Demonstrated expertise in computer vision and document/layout understanding.View
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