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Staff Machine Learning Engineer - Recommendations
Canva
Australia
Machine Learning
Python
PyTorch
Responsibilities:
- Build and own the first recommendation features for connections and opportunities.
- Use collaborative filtering, clustering, and ML; add embeddings where they earn their place.
- Own evaluation via offline metrics and online experiments.
Requirements:
- Hands-on production experience with recommendation systems.
- Strong Python and SQL; grasp of classical ML methods.
- Experimentation literacy and product judgment.
Nice to have:
- Fintech or capital markets exposure.
- Graph/network methods (GNNs, link prediction).
- Early or founding data scientist experience.
Termgrid
Termgrid builds the operating system for private capital markets, helping deal professionals manage financing workflows. Founded in 2019, the company is trusted by 4 of the top 5 global private equity firms, with 1,600+ institutions and 30,000+ professionals using the platform.