Senior Machine Learning Engineer - Content Enrichment
The Senior Machine Learning Engineer - Content Enrichment role at Canva involves joining a high-impact team dedicated to enhancing the quality and relevance of Canva's extensive content library. This team focuses on automating intelligent tagging and integrating platforms to improve user satisfaction and engagement. By developing advanced metadata improvements, the team directly influences Canva's discovery engine, ensuring that millions of users can effortlessly find the content they need.
In this position, the engineer will design and develop complex machine learning models, particularly in the realm of computer vision. Responsibilities include conducting research and development, performing literature reviews on the latest machine learning techniques, and setting up cloud-based machine learning infrastructure. The role also involves working with embeddings and vector databases, as well as collaborating with cross-functional teams to deploy models into production and continuously improve systems through experimentation and iteration.
The ideal candidate possesses over five years of hands-on experience in designing and developing complex machine learning models, especially in computer vision. Proficiency in PyTorch, familiarity with large language models and prompt engineering, and experience with microservices and large monorepos are essential. Strong written and verbal communication skills, disciplined coding practices, and the ability to collaborate effectively with both technical and non-technical stakeholders are also required.
Canva offers a range of benefits to support its employees, including equity packages, an inclusive parental leave policy, an annual Vibe & Thrive allowance to support wellbeing and social connection, and flexible leave options. The company fosters a culture of collaboration and open communication, providing opportunities for professional growth and development. Joining Canva means becoming part of a team that is redefining how the world experiences design, with a focus on innovation and user empowerment.