Canva Logo

Canva

Machine Learning Engineer - ML Platform

Sorry, this job was removed at 10:22 p.m. (AEST) on Monday, Feb 03, 2025
Be an Early Applicant
Hybrid
Sydney, New South Wales
Hybrid
Sydney, New South Wales

Join the team redefining how the world experiences design.
Hey, g'day, mabuhay, kia ora, 你好, hallo, vítejte!
Thanks for stopping by. We know job hunting can be a little time-consuming and you're probably keen to find out what's on offer, so we'll get straight to the point.
Where and how you can work
Our flagship campus is in Sydney. We also have a campus in Melbourne and co-working spaces in Brisbane, Perth and Adelaide. But you have choice in where and how you work, we trust our Canvanauts to choose the balance that empowers them and their team to achieve their goals.
What you'd be doing in this role
As Canva scales change continues to be part of our DNA. But we like to think that's all part of the fun. So this will give you the flavour of the type of things you'll be working on when you start, but this will likely evolve.
At the moment, this role is focused on:

  • Leading ML platform projects end-to-end from ideation to delivery
  • Implementing changes to our build process for model servers, improving developer experience while also ensuring consistency and traceability from dev through to production.
  • Working closely with other teams to understand how we can improve our existing services and platforms, or introduce new ones, in order to optimize their efficiency.
  • Modernizing our underlying AWS serving infrastructure by migrating to EKS, as well as uplifting our account structure to expose new regions and services.
  • Working to "platformize" new (or immature existing) capabilities such as model observability.
  • Continue exploring opportunities for our platform teams to better leverage each other in order to optimize for delivery of both product and R&D teams.


You're probably a match if

  • Proven track record of delivering wide changes and acquiring buy-in from multiple stakeholders.
  • Passionate about engineering excellence, systems architecture, and meeting non-functional requirements.
  • Background in integrating and scaling ML within engineering systems.
  • Understanding of Computer Science/Engineering fundamentals and first principles covering system design, data structures, architecture, and design patterns
  • Excellent collaboration, communication, and stakeholder management skills


It would be preferable if you have:

  • Deep expertise in Python development is essential, with experience in modern development tools such as Bazel or Nix being a plus.
  • Experience with containerization, Terraform, and GitOps principles for automation and deployment is a plus.
  • Familiarity with the AWS ecosystem: ECS, EKS, ECR, Kinesis.


About the team
Canva's GenAI Platform Group is responsible for the delivery of capabilities which support ML and AI initiatives, from early ideation and prototyping, through to scaling to meet the needs of millions of Canva users in production. We empower thousands of engineers and product managers to deliver amazing product features which harness the power of cutting-edge technologies.
The Production ML team develops tools, services and processes to enable the deployment and serving of various teams' models to our production environments. The team also owns and drives change in several engineering areas related to our Python and model/server environments.

HQ

Canva Surrey Hills South, Victoria, AUS Office

Our flagship campus and company HQ is in Surry Hills, Sydney, where we first put down roots over 10 years ago. We also have a campus in Melbourne, and hubs in Perth, Brisbane and Adelaide.

Similar Jobs

3 Hours Ago
Hybrid
2 Locations
Senior level
Senior level
Cloud • Fintech • Information Technology • Machine Learning • Software
The Head of Data Science will lead the Marketing Data Science team, providing insights, driving analytics strategies, and collaborating across teams to improve marketing outcomes and drive data literacy.
Top Skills: Data AnalyticsData IntegrationData ScienceData VisualizationData WarehousingDataopsMarketing SciencePredictive ModelingStatistical AnalysisUnstructured Data Analysis
6 Hours Ago
Hybrid
Sydney, New South Wales, AUS
Senior level
Senior level
Fintech • Software
The Machine Learning Engineer will develop and optimize distributed training and inference pipelines for large-scale ML models, ensuring low-latency performance and real-time predictions in trading systems.
Top Skills: C++CudaCudnnHorovodJaxNcclPythonPyTorchTensorFlowTensorrt
6 Hours Ago
Hybrid
Sydney, New South Wales, AUS
Mid level
Mid level
Fintech • Software
The Quantitative Researcher develops high to mid-frequency trading strategies and predictive models utilizing machine learning, collaborates with teams, and mentors juniors.
Top Skills: Deep LearningMachine LearningPyTorchTensorFlow

What you need to know about the Melbourne Tech Scene

Home to 650 biotech companies, 10 major research institutes and nine universities, Melbourne is among one of the top cities for biotech. In fact, some of the greatest medical advancements were conceptualized and developed here, including Symex Lab's "lab-on-a-chip" solution that monitors hormones to predict ovulation for conception, and Denteric's vaccine for periodontal gum disease. Yet, the thousands of people working in the city's healthtech sector are just getting started, to say nothing of the tech advancements across all other sectors.

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account