Machine Learning Innovation Engineer
7 days ago
Company Overview
At Canva, our mission is to empower every person in the world to design anything and publish anywhere.
We're a small-but-mighty group that builds products and technologies to support our marketing efforts globally. Our focus is on solutions that drive meaningful business outcomes and increase efficiency.
Job Description
This role involves working across various domains in Martech, leveraging advanced machine learning and programming skills to develop data-driven product solutions. You will collaborate with Product Managers (PMs) and Engineering Managers to explore problem spaces, plan, and execute the productionisation of machine learning models at scale.
Your work will include:
- Product Development: Explore and understand problem spaces with PMs to help plan and execute the productionisation of machine learning models to solve business problems at scale.
- Automated Decisioning: Leverage 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 generative AI, to apply them to creatives automation and speed up the work of marketers at Canva.
- Research and Development: Be comfortable with challenging problems and high uncertainty in the ad and content generation space, and have a pragmatic attitude in building solutions.
Required Skills and Qualifications
You'll need:
- Industry experience building and deploying machine learning models, with a strong understanding of end-to-end machine learning pipelines and components.
- Experience working with a multi-skilled team to deliver a great experience to users.
- Strong coding proficiency in Python.
- Familiarity with several of the following: TensorFlow, PyTorch, scikit-learn, Kubernetes, Docker, Solr/ElasticSearch.
- A strong understanding of Computer Science/Engineering fundamentals and first principles covering system design, data structures, architecture, and design patterns.
- Strong research skills with the ability to dig through deep learning literature and translate this into products and value for users.
Benefits
We offer:
- 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.
Others
Please note that interviews are conducted virtually and hiring decisions are based on your experience, skills, and passion. We celebrate all types of skills and backgrounds at Canva so even if you don't feel like your skills quite match what's listed above – we still want to hear from you.
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