Senior Machine Learning Engineer - Marketing AI
Canva
- Sydney, NSW
- Permanent
- Full-time
- Product development: work with PMs to explore and understand problem spaces, helping to plan and execute the productionisation of machine learning models to solve business problems at scale.
- Automated decisioning: leveraging data to build automated systems that scale a marketer's work to bring valued potential customers to Canva.
- Asset creation at scale: keep up with the latest breakthroughs, such as in generative AI, to apply them to creatives automation in order to speed up and scale the work of our marketers at Canva.
- Research and development: comfortable with challenging problems and high uncertainty in the ad and content generation space, and a pragmatic attitude in building solutions.
- You have experience building and deploying machine learning models. Strong understanding of end-to-end machine learning pipelines and components.
- You have experience working with a multi-skilled team to deliver a great experience to users.
- You have strong coding proficiency in Python, interviews will be in Python.
- You are familiar with several of the following: TensorFlow, PyTorch, scikit-learn, Kubernetes, Docker, Solr/ElasticSearch.
- You have a strong understanding of Computer Science/Engineering fundamentals and first principles covering system design, data structures, architecture, and design patterns.
- You have strong research skills with the ability to dig through deep learning literature and translate this into products and value for users.
- Bachelor's degree in Computer Engineering / Science or Mathematics.
- Increase our return on investment and make us as efficient as possible.
- Step change scalability and allow our marketers to expand their efforts across multiple markets and channels, quickly.
- Change the game by focusing on net new capabilities and not just our short-term pains.
- Build the company by ensuring we do things the right way.
- 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