Research Scientist - Efficient AI (高性能大模型）

Canva
Beijing
Workplace: HybridFull timeFunction: Data Science & Machine LearningSkills: ["Clear communication","Cross-team collaboration"]

Advance state-of-the-art generative AI models across multimodal domains while improving AI efficiency across the full stack. Work on kernel/graph optimization, model compilation and systems optimization, compression (quantization, distillation), efficient architectures, and scalable inference systems. Collaborate with research, engineering, and product teams to translate breakthroughs into core Canva features and contribute to the broader AI community via top-tier conference publications.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
Canva
Canva
1 month ago

Research Scientist - Efficient AI (高性能大模型）

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 20 hours agoStatus: Live

Job Summary

Advance state-of-the-art generative AI models across multimodal domains while improving AI efficiency across the full stack. Work on kernel/graph optimization, model compilation and systems optimization, compression (quantization, distillation), efficient architectures, and scalable inference systems. Collaborate with research, engineering, and product teams to translate breakthroughs into core Canva features and contribute to the broader AI community via top-tier conference publications.
Location: Beijing
Workplace: Hybrid
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Design and advance state-of-the-art generative AI models across multimodal domains.
  • •Improve AI efficiency across the stack, including kernel and graph optimization, model compilation and systems optimization, and model compression techniques.
  • •Develop efficient model architecture designs and scalable inference systems.
  • •Collaborate cross-functionally with research, engineering, and product teams to bring innovations into production.
  • •Translate research breakthroughs into impactful features and contribute to the AI community through top-tier conference publications.

Key Requirements

  • •Strong expertise in foundation models, especially generative AI such as diffusion models, LLMs, and VLMs.
  • •Experience improving AI efficiency, including low-level optimization (kernel/graph) and model optimization (quantization, distillation, compression).
  • •Background in efficient architecture design and inference systems.
  • •A strong academic and/or industry track record, including publications in leading conferences (NeurIPS, ICML, ICLR, CVPR) or meaningful open-source contributions.
  • •Proficiency with Python and AI tooling such as PyTorch, Transformers, Diffusers, Megatron, DeepSpeed, plus cloud platforms.
Skills:Clear communicationCross-team collaboration
Languages:English
Tech Stack:PythonPyTorchTransformersDiffusersMegatronDeepSpeed

Company Brief

Canva
Canva is an online visual communications platform that provides drag-and-drop design tools, templates, and media assets for creating presentations, social media graphics, videos, documents and more, serving individuals and large enterprises globally.
Industry: Enterprise Software
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Scaleup
Valuation: Decacorn (USD 10B+)
Funding: Series E+
Headquarters: Surry Hills, New South Wales, Australia
Founded: 2012
Glassdoor
Glassdoor: 3.9
WebsiteLinkedInGlassdoor