Canva
Computer Software
AIResearchScientist大模型研究科学家
Neural analysis suggests this role is
optimal for mid candidates.
“AI Research Scientist 大模型研究科学家 at Canva. Skills: AI research, Multimodal AI, Generative models, Large-scale training. Determine research initiatives. Lead research initiatives”
Industry & Context.
Validate hypotheses
What They're Looking For.
Must Have
Foundational large-scale models development, Large-scale parallel model pre-training, Proficiency in Python, Proficiency in PyTorch, Proficiency in Diffusers, Proficiency in Transformers, Proficiency in Megatron, Proficiency in DeepSpeed, Proficiency in cloud computing platforms
Nice to Have
PhD preferred, GCP Professional Data Engineer, AWS Data Analytics, Databricks Certified, dbt Certified
What You'll Do.
Determine research initiatives
Lead research initiatives
Interpret experimental results
Create generative model architectures
Create training methodologies
Create synthetic data generation pipeline
Pre-train generation models
Post-train generation models
How You'll Work.
Team & Collaboration
Cross-team collaborations
Communication Scope
Share knowledge; Research papers; External talks
Full Job Description
该岗位现面向所有经验阶段的候选人开放,包括社会招聘、应届毕业生,同时开放实习生岗位。工作地点为北京。欢迎申请,期待你的加入! Notice: This position is open to candidates at all experience levels, including experienced candidates, graduates, as well as internship opportunities. The role is based in Beijing. We welcome your application and look forward to having you on board! At Canva, we're building a future powered by AI that's as magical as it is impactful. As a Research Scientist at Canva, you'll be responsible for advancing the future of AI by experimenting with cutting-edge techniques, as well as improving models for real-world quality and performance. About the role: You will be able to reshape the landscape of frontier AI research directions by pre-training/post-training frontier multi-modal generation models with high-end GPUs on large, high-quality datasets. You will be able to coordinate with talented individuals with deep domain expertise and great passion. You will have the opportunity to redefine how AI revolutionizes productivity softwares by bringing the best AI models to hundreds of millions of active users. At the moment, this role is focused on: * Research Direction: Determining and leading research initiatives aligned with the tend of frontier multimodal AI research and product goals * Research and Experimentation: Designing and running experiments to validate hypotheses on the high-end GPUs * Analysis: Interpreting experimental results and translating them into actionable insights * Model Innovation: Creating novel generative model architectures, training methodologies, RL algorithms, novel synthetic data generation pipeline. ## Qualifications You’re probably a match if you have: * Rich experience in the development, training, and iteration of foundational large-scale text-to-image/video/3D generation models (diffusion models or auto-regressive models) based on both internal research and external advancements, such as emerging trends, technologies, and open challenges * Strong academic and professional track
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