Process
There was no LeetCode. The technical round was to implement clustering from scratch and write a basic evaluation script. The final interview was an ML system design on a classification problem with human intervention, along with behavioral questions. Overall, it was not hard.
Questions
Implement clustering from scratch and a basic evaluation script.
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Interview Statistics
The following metrics were computed from 12 interview experiences for the Canva Senior Machine Learning Engineer role.
Success Rate
0%
Pass Rate
Canva's interview process for their Senior Machine Learning Engineer roles is extremely selective, failing the vast majority of engineers.
Experience Rating
Positive50%
Neutral8%
Negative42%
Candidates reported having mixed feelings for Canva's Senior Machine Learning Engineer interview process.
Canva Work Experiences
4.0
Good pay and remote work, but may with limited scope
Senior Machine Learning Engineer • Current Employee
Sydney
October 6, 2026
Pros: Pay, remote work, perks, and a good office.
Cons: You may only work on a small piece of code.
5.0
Amazing Culture, Good Work
Senior Machine Learning Engineer • Current Employee
Sydney, Australia
March 9, 2021
Pros: Seriously though, can't go past culture. The work is pretty good too. Have a good DE team, so ML engineers can focus on their specialty.
Cons: The gym is a bit small.
4.0
Great environment to meet the challenges of product and scale
Senior Machine Learning Engineer • Current Employee
Sydney, Australia
June 13, 2022
Pros: Strategize and engineer for a wide-reaching product.
Work with high-caliber engineers and PMs.
Emphasis on being a good human, while Canva is good to its staff too.
A lot of established infrastructure, both for people and engineering.
Cons: Rapid growth in business size introduces many challenges.
Processes are at different levels of maturity.
Wins aren't easy in the very competitive graphic design industry!
- 4.0Good pay and remote work, but may with limited scopeSenior Machine Learning Engineer • Current EmployeeSydneyOctober 6, 2026Pros: Pay, remote work, perks, and a good office.Cons: You may only work on a small piece of code.
- 5.0Amazing Culture, Good WorkSenior Machine Learning Engineer • Current EmployeeSydney, AustraliaMarch 9, 2021Pros: Seriously though, can't go past culture. The work is pretty good too. Have a good DE team, so ML engineers can focus on their specialty.Cons: The gym is a bit small.
- 4.0Great environment to meet the challenges of product and scaleSenior Machine Learning Engineer • Current EmployeeSydney, AustraliaJune 13, 2022Pros: Strategize and engineer for a wide-reaching product. Work with high-caliber engineers and PMs. Emphasis on being a good human, while Canva is good to its staff too. A lot of established infrastructure, both for people and engineering.Cons: Rapid growth in business size introduces many challenges. Processes are at different levels of maturity. Wins aren't easy in the very competitive graphic design industry!
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