Machine Learning Engineer - Video AI

Summary

Join the team redefining how the world experiences design. We're looking for a Machine Learning Engineer to build user-driven ML features for Canva's Video editor, focusing on building and deploying machine learning models in a cloud environment.

Requirements

• Proven industry experience in a machine learning / software engineering role
• Experience building and deploying machine learning models in a cloud environment
• Strong understanding of end-to-end machine learning pipelines and components
• Strong coding proficiency in Python, interviews will be in Python
• Familiarity with several of the following: TensorFlow, PyTorch, scikit-learn, Kubernetes, Docker, Solr/ElasticSearch
• Previous experience with computer vision / multi-modal approaches
• Experience with LLMs / Diffusion models is preferred
• Strong research skills: the ability to dig through deep learning literature and translate this into product and value for users
• Strong understanding of Computer Science / Engineering fundamentals and first principles covering system design, data structures, architecture, and design patterns
• Excellent collaboration and communication skills

Responsibilities

• Building user driven ML features for Canva’s Video editor
• Doing hands on ML algorithmic work involving audio and/or visual cues
• Engineering implementation: developing and implementing ML models and features, as well as using third-party APIs and pre-trained models when appropriate
• Running offline and online experiments
• Contributing to the full life cycle of ML/data models: data analysis, data preprocessing and pipeline, modelling, tuning and productisation
• Improving the scalability, speed and performance of existing models
• Working alongside data specialists, software engineers and product owners to identify business and growth opportunities
• Sharing and articulating statistical analysis, modelling, experiment and results to technical and non-technical audiences

Benefits

• Equity packages - we want our success to be yours too
• Inclusive parental leave policy that supports all parents & carers
• An annual Vibe & Thrive allowance to support your wellbeing, social connection, office setup & more
• Flexible leave options that empower you to be a force for good, take time to recharge and supports you personally