Senior Machine Learning Engineer - Editing AI (Remote across ANZ)
Canva
- Sydney, NSW
- Permanent
- Full-time
- Hypothesis-driven development of data and ML-driven features across Canva.
- 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.
- Investigating and spiking applications of data and ML across the Canva product, considering tradeoffs between different approaches and rapid shipping.
- Contributing to the full life cycle of ML/data models: data analysis, data preprocessing and pipeline, modelling, tuning and productization.
- Improving the scalability, speed and performance of existing models.
- Working alongside data specialists, software engineers and product owners to identify business and growth opportunities.
- Designing and creating new data workflows and deploying these workflows to users.
- Sharing and articulating statistical analysis, modelling, experiment and results to technical and non-technical audiences.
- 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.
- SQL experience preferred.
- 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.
- 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