Senior Research Engineer - Video
Core
Building next-generation generative video technology and AI-driven storytelling tools for Canva users.
Role type
Senior Research Engineer (Machine Learning)
Builds
Production-grade generative video models and multimodal design generation systems.
Domain
Generative AI, Multimodal Learning, Video Technology
Deliverable
production ML models
Required skills
Generative AI model development (Diffusion Models, GANs, Transformers), Large-scale distributed training optimization, PyTorch framework expertise, ML pipeline design and implementation, Model architecture design, Production incident root cause analysis, Cross-functional collaboration
Preferred skills
End-to-end ownership of complex initiatives, Pragmatic solution driving, Ambiguity navigation
Technologies
PyTorch, Python, Distributed GPU clusters
Responsibilities
Partner with Research Scientists on multimodal generative AI research, Port experimental code to production-grade solutions, Design and implement innovative model architectures, Build sustainable ML pipelines for CI/CD and monitoring, Optimize and scale models for efficiency and latency, Enhance and maintain high-quality datasets
Seniority
Senior, hands-on IC
