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Описание вакансии
Текст:
TL;DR
Senior Research Scientist (AI Design Generation): Training and evaluating generative models for AI-assisted design creation at Canva's scale with an accent on large language and multimodal models, large-scale data, and generative quality evaluation. Focus on designing research experiments, building benchmarks, investigating model failure modes, and translating validated findings into production techniques for 250M+ users.
Location: Sydney, Australia; preferred to be based in the Sydney office
Company
Canva is a design platform developing AI-assisted creative tools for hundreds of millions of users.
What you will do
- Train and evaluate generative models, including large language and multimodal models, for design generation.
- Design and run experiments covering model architecture, training methods, and data.
- Build evaluation methods and benchmarks for measuring generative design quality.
- Investigate model quality issues, failure modes, and gaps against user and business needs.
- Translate research findings into techniques suitable for production and collaborate with product teams on model launches.
- Own scoped research projects from problem framing through validation or deployment, and communicate findings to technical and non-technical stakeholders.
Requirements
- Hands-on experience fine-tuning large language and multimodal models at scale in an industrial research setting.
- Experience working with large-scale data pipelines, training objectives, generative quality metrics, and multi-GPU training and evaluation.
- PhD in AI, machine learning, or a related field plus at least two years of industry experience, or at least six years of industry experience without a PhD.
- Ability to independently frame and solve ambiguous research problems and deliver validated results.
Nice to have
- Background in diffusion models or image generation.
Culture & Benefits
- Equity package.
- Inclusive parental leave for parents and carers.
- Annual Vibe & Thrive allowance supporting wellbeing, social connection, and office setup.
- Flexible leave options.
- All interviews are conducted virtually.
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