Senior Machine Learning Engineer - Content Enrichment - Remote

Overview

Join the team redefining how the world experiences design.

In Short

• Building enrichment solutions to tag and classify content types in Canva's library.
• Designing data pipelines to automate metadata backfills.
• Wrangling datasets to train and evaluate ML models.
• Troubleshooting technical issues within the team’s domain.
• Designing and building bespoke ML solutions for novel problems.
• Proposing methods to decrease inference costs.
• Managing stakeholders and identifying cross-team collaboration opportunities.
• Investigating and providing guidance on service interactions.

Requirements

• 5+ years of experience in designing and developing complex ML models.
• Experience in R&D and literature reviews on ML techniques.
• Proficient in PyTorch and cloud ML infrastructure.
• Familiar with embeddings and vector databases.
• Experience with microservices and large monorepos.
• Disciplined coding practices and participation in code reviews.
• Strong written and verbal communication skills.

Benefits

• Equity packages.
• Inclusive parental leave policy.
• Annual Vibe & Thrive allowance.
• Flexible leave options.