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Описание вакансии
Текст:
TL;DR
PhD Research Scientist Intern (AI): Developing and optimizing foundational video generative models with an accent on parameter pruning and optimization techniques. Focus on measuring compute costs, latency, and quality trade-offs to advance agentic AI for multimodal creation.
Location: Must be based in Sydney, Australia (Hybrid)
Company
Canva is a global design platform redefining how the world experiences design through AI-powered experiences.
What you will do
- Perform task-specific parameter pruning of foundational video generative models.
- Implement complementary optimization techniques including DMD and LoRA-based methods.
- Conduct rigorous evaluations of compute cost, latency, and quality trade-offs.
- Collaborate with research, engineering, and product teams to move research findings into production.
- Contribute to the broader research community through academic publications.
- Develop autonomous agentic AI systems capable of reasoning, planning, and tool usage.
Requirements
- Currently completing a PhD, ideally in the third year or later.
- Proven experience in training generative models.
- Ability to design and interpret machine-learning experiments with strong scientific rigour.
- Proficiency in developing research code for data processing, training, and evaluation.
- Must be based in Sydney, Australia.
- Strong technical communication skills for written reports and presentations.
Culture & Benefits
- Hybrid work model providing flexibility between home and on-campus collaboration.
- Hands-on experience with industry-scale projects, real data, and production infrastructure.
- Mentorship and collaboration with leading researchers and engineers.
- Opportunity to work on cutting-edge multimodal creation workflows across design, video, and documents.
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