Senior Machine Learning Engineer - Canva UK
Senior Machine Learning Engineer - Canva UK
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Job Description
Join the team redefining how the world experiences design.
Hiya gday mabuhay kia ora hallo vtejte!
Thanks for stopping by. We know job hunting can be a little time consuming and youre probably keen to find out whats on offer so well get straight to the point.
Where and how you can work
Our flagship campus is in Sydney Australia but we have a swanky new office in London that has all the bells and whistles. Even though youll find us in Shoreditch 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 youd be doing in this role
As Canva scales change continues to be part of our DNA. But we like to think thats all part of the fun. So this will give you the flavour of the type of things youll be working on when you start but this will likely evolve.
At the moment this role is focused on:
- Lead the development of endtoend pipelines for training evaluating and deploying ML models to solve a variety of problems related to the many steps that make up a data visualisation workflow (data sourcing data preparation chart generation insight extraction visual presentation etc.
- Experiment with and evaluate the effectiveness of opensource and 3rd party models for Canvas bespoke needs in the data visualisation space as well as explore the parameters that define success for AI in this domain.
- Work alongside data visualisation experts to identify and advise on opportunities for applying ML models to highimpact business opportunities.
- Develop performant data pipelines that provide AI model training and evaluation workflows with access to data assets that are legally compliant and aligned with Canvass strict policies around data usage for AI.
- Work closely with product and design as well as backend and frontend engineers to ideate on and design product features that will enable millions of users to leverage AI in a way that meaningfully improves their ability to use data and data story telling in their visual communication.
Youre probably a match if
- You have a proven trackrecord of building machine learning applications in a software engineering (or equivalent) style role using industrystandard technologies for productionfocussed machine learning (Python SQL PyTorch/Tensorflow Kubernetes/Docker etc.
- You have experience in building and deploying machine learning models to distributed production environments including a strong understanding of endtoend machine learning pipelines and components.
- You have experience developing robust evaluation methodologies and workflows for complex or bespoke problem domains.
- You possess strong research synthesis skills: the ability to dig through deep/machine learning literature and translate this into products and value for users.
- You have industry experience working with and optimizing SoTA computer vision and/or natural language processing models for use in settings with highperformance requirements and/or compute constraints.
About the team
AI and machine learning have the potential to greatly increase the accessibility of data visualisation techniques to datashy users and creative applications of visual and natural languagebased AI will allow our advanced users to create data visualisations from their complex data that were inconceivable just a few years ago. Youll help us expand our exciting developments in this space (informed by the acquisition of leading dataviz company Flourish) while also exploring new related areas.
Whats in it for you
Achieving our crazy big goals motivates us to work hard and we do but youll experience lots of moments of magic connectivity and fun woven throughout life at Canva too. We also offer a range of benefits to set you up for every success in and outside of work.
Heres a taste of whats on 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
Check out lifeatcanva for more info.
Other stuff to know
We make hiring decisions based on your experience skills and passion as well as how you can enhance Canva and our culture. When you apply please tell us the pronouns you use and any reasonable adjustments you may need during the interview process.
We celebrate all types of skills and backgrounds at Canva so even if you dont feel like your skills quite match whats listed above we still want to hear from you!
Please note that interviews are conducted virtually.
Remote Work :
Yes
Employment Type :
Fulltime
Employment Type
Remote
