
Posted 5 hours ago
AI Research Scientist
Canva
Requirements
Experience with large-scale text-to-image/video/3D generation models, Peer-reviewed publications in top-tier AI conferences, Experience with large-scale parallel model pre-training, Proficiency in Python, PyTorch, and DeepSpeed
Skills
PythonPyTorchdiffusion models
About the role
Responsibilities
- Determine and lead research initiatives aligned with frontier multimodal AI research and product goals
- Design and run experiments to validate hypotheses using high-end GPUs
- Interpret experimental results and translate them into actionable insights
- Create novel generative model architectures, training methodologies, RL algorithms, and synthetic data generation pipelines
- Pre-train and post-train frontier multi-modal generation models on large, high-quality datasets
Requirements
- Rich experience in development, training, and iteration of foundational large-scale text-to-image/video/3D generation models (diffusion or auto-regressive)
- Strong academic and professional track record with peer-reviewed publications in top-tier conferences (CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR)
- Experience in large-scale parallel model pre-training across hundreds of GPUs
- Proficiency in Python, PyTorch, Diffusers, Transformers, Megatron, and DeepSpeed
- Experience with cloud computing platforms
- Ability to share knowledge through documentation, research papers, or talks
About the Company
At Canva, we're building a future powered by AI that's as magical as it is impactful. We aim to redefine how AI revolutionizes productivity software by bringing the best AI models to hundreds of millions of active users.
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Canva · Beijing
