Canva is seeking a Senior Machine Learning Engineer to own the data lifecycle for their multimodal agent research. This role involves designing and building data pipelines, infrastructure for data processing and retrieval, and tooling for dataset construction, including human annotation and synthetic data generation. The engineer will collaborate with researchers to define data needs, ensure data quality, and contribute to the development of scalable training and evaluation loops for multimodal agentic systems.