Canva
About the job
As a Senior Machine Learning Engineer, you will play a pivotal role in bridging cutting-edge research with large-scale production. This position is vital for creating delightful, real-time experiences in Canva’s video editor, enabling users to craft cinematic stories effortlessly. The team thrives on collaboration and innovation, fostering an environment where curiosity and creativity lead to impactful solutions.
You'll be responsible for
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Productionizing video-based ML models
Productionizing video-based ML models, enabling scalable, reliable deployment.⚡
Developing high-performance inference pipelines
Developing high-performance inference pipelines for near real-time use in Canva’s editor.🔍
Collaborating with AI researchers
Collaborating with AI researchers to translate novel techniques into deployable video tools.What we're looking for
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Experience deploying ML models
Demonstrated experience in deploying ML models for video or generative applications.View fit
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Proficiency in Python and frameworks
Strong skills in Python and deep learning frameworks like PyTorch.View fit
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Systems knowledge for optimization
Experience with inference pipelines and performance optimization techniques.View fit
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