Staff Machine Learning Engineer
2 weeks ago
About the Role
This is a Staff Machine Learning Engineer position at Canva, a leading company in Australia. The successful candidate will be part of a rapidly growing team, working on developing an AI/ML strategy and roadmap to improve the customer support experience.
Key Responsibilities
- Partner with leadership to develop an AI/ML strategy and roadmap.
- Be accountable for the delivery of primary identified opportunities in UV, partnering with product and engineering teams.
- Lead the ML development of a natural language understanding/processing system that integrates seamlessly into the Canva Product.
- Collaborate with MLEs across the organisation to tap into existing ML capabilities and/or work on cross-organisation problems and solutions.
Requirements
- More than 5 years of industry experience in machine learning/software engineering with a Product/SaaS company.
- Experience with industry-level high-scale natural language systems.
- Strong coding proficiency in Python.
- Familiarity with several of the following: TensorFlow, PyTorch, scikit-learn, Langchain, and Huggingface.
- Experience with RAG architectures and/or a good understanding of its application.
- Strong understanding of computer science/engineering fundamentals and first principles covering system design, data structures, architecture, and design patterns.
- Excellent collaboration and communication skills.
About Canva
Canva is a leading company in Australia, known for its innovative approach to design and collaboration. The company is rapidly growing and is looking for talented individuals to join its team.
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