Senior Research Engineer - Datasets

Overview

Senior Research Engineer - Datasets at Canva. Join to apply for the Senior Research Engineer - Datasets role at Canva.

At Canva, our mission is to empower the world to design. This role focuses on building the foundational datasets and systems that fuel our next-generation generative AI models and evaluation capabilities. You will own the end-to-end lifecycle of critical datasets, from curating nuanced human feedback on design quality to pioneering machine learning for high-quality synthetic data generation.

Where And How You Can Work

Our flagship office is in Sydney, Australia, with a hub in San Francisco for US operations. We offer flexibility in how and where you work. Canva values balancing work and personal goals.

Key Responsibilities

• Design and build scalable pipelines for processing and curating large datasets of human design feedback.
• Research and develop ML models to generate high-quality synthetic data for training and fine-tuning.
• Own the design and implementation of human evaluation workflows, including creating guidelines and quality rubrics.
• Prepare datasets for automated evaluation systems and conduct deep analysis of their outputs to provide robust signals on model performance and human alignment.
• Design and analyze experiments to measure the real-world impact of our models on design quality.
• Conduct deep-dive analyses into model performance to identify failure modes and guide future development.

What You’re Likely a Match For

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What’s In It For You

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