Join the team redefining how the world experiences design, with a focus on making it effortless for organizations to create, manage, and scale on-brand content
Job Summary
Join the team redefining how the world experiences design, with a focus on making it effortless for organizations to create, manage, and scale on-brand content.
As the ML technical lead, you will own the end-to-end ML lifecycle, building production ML systems that serve enterprise customers at scale with a strong emphasis on shipping, measuring impact, and iterating fast.
Canva offers equity packages, inclusive parental leave, an annual Vibe & Thrive allowance, and flexible leave options to support your success both in and outside of work.
Matching Summary
Join the team redefining how the world experiences design, with a focus on making it effortless for organizations to create, manage, and scale on-brand content.
Skills & Requirements
Must-have
Python and ML frameworks
NLP/NLU techniques
LLMs, embeddings, semantic search
Document understanding, layout analysis
Information retrieval, ranking, recommendation systems
ML lifecycle expertise
A/B experiment design and execution
Nice-to-have
Strong product mindset
Scalable, maintainable ML systems
Disciplined coding practices
Experience with enterprise/B2B products
Familiarity with GenAI platforms
Microservices architectures
Master's or PhD in ML
Key Requirements
5+ years hands-on ML experience
Proficiency in Python
Experience with PyTorch or TensorFlow
Experience with LLMs, RAG, fine-tuning
Experience with document understanding
Experience building ranking/recommendation systems