Canva Logo

Canva

Senior Research Scientist - Design Generation (Sydney)

Posted 11 Days Ago
Be an Early Applicant
In-Office
Sydney, New South Wales, AUS
Senior level
In-Office
Sydney, New South Wales, AUS
Senior level
Conduct frontier research on generative models for design creation. Train and evaluate LLMs and multimodal models at scale, develop data pipelines, training objectives, evaluation benchmarks, and quality metrics, investigate model failures, and translate research into production techniques. Own research projects from problem framing through validated or shipped outcomes, collaborate with product teams, communicate findings, and remain current with generative modeling advances.
The summary above was generated by AI
Company Description

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. This role is preferred to be based out of our Sydney office, where the majority of this team is located. 

Job Description

About the Group/Team

Canva Research sits within Canva's Generative AI supergroup, home to Canva's original AI research. The Design Generation team's mission is to empower Canva to do AI magic in the design space, building the generative models and techniques that power AI-assisted design creation for hundreds of millions of users.

About the Role/Specialty

As a Senior Research Scientist on Design Generation, you'll work on the generative modelling problems behind how Canva creates and understands design content. That means training and evaluating design generation models at scale - from wrangling large-scale datasets, crafting training objectives that draw out the most from this data to improve design quality, evaluating them on criteria that users actually care about, and working with product teams to help ship those models to 250M+ users. You’ll take ownership of scoped research projects end-to-end, from framing an open problem through to a shipped or clearly validated result.

What you’ll do (responsibilities)

  • Train and evaluate generative models like LLMs for design generation

  • Design and run experiments to test hypotheses about model architecture, training approach, and data

  • Build and improve evaluation methods and benchmarks for measuring generative design quality

  • Translate research findings into techniques and approaches the team can move toward production

  • Investigate model quality issues, failure modes, and gaps against user and business needs

  • Stay current with generative modelling research and bring relevant advances into the team's work

  • Communicate research findings and trade-offs clearly, including to non-research stakeholders, and share knowledge across the team

What we're looking for:

You've got hands-on experience training generative models, ideally with exposure to image ordesigngeneration, not just applying pretrained models off the shelf. You're comfortable defining and moving the metrics that matter for generative quality, not just chasing benchmark numbers in isolation. You can take a scoped, often ambiguous research problem from framing to a validated result with minimal guidance, bringing your own judgement to how it should be approached. You're highly autonomous, comfortable with the ambiguity that comes with frontier research, and you want your work to show up in something real people use every day.

  • You've got hands-on, practical experience fine-tuning large language and multimodal models (LLMs/MLLMs) at scale in an industrial research setting.

  • You know the tricks of the trade: wrangling large-scale data pipelines, designing novel training objectives that extract the most from the data to improve design quality, and training and evaluating across multi-GPU setups

  • You've got a PhD in AI, machine learning, or a related field, plus at least two years of strong hands-on industry experience. We will also consider candidates without a PhD, but with at least 6 years of industry experience.

  • A background in diffusion or image generation is a bonus, not a requirement — the core need here is language and multimodal LLM depth

What You'll Learn & Build:

  • Deep experience researching and training generative models for design at Canva's scale

  • Exposure to how research, product, and infra decisions intersect across Canva Research and the wider Generative AI supergroup

  • The chance to work on frontier generative modelling problems as the space develops

Additional Information

Don't tick all the boxes? Don't worry about that - nobody does!  

We’d still love to hear from you! At Canva, we know that great engineers come from a variety of backgrounds, and we value passion, curiosity, and a willingness to learn just as much as specific experience. If you're excited about this role but don’t tick every box, we encourage you to apply, you might a great fit in ways you didn’t expect!

What's in it for you?

Achieving our crazy big goals motivates us to work hard - and we do - but you'll experience lots of moments of magic, connectivity and fun woven throughout life at Canva, too. We also offer a stack of benefits to set you up for every success in and outside of work.

Here's a taste of what's 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.com 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.

All interviews are conducted virtually

HQ

Canva Sydney, New South Wales, AUS Office

Sydney, Australia

Similar Jobs

5 Hours Ago
In-Office
Sydney, New South Wales, AUS
Mid level
Mid level
Fintech • Information Technology • Financial Services
Consultative client-facing role advising APAC private-markets clients on Preqin data and workflows. Drive adoption, identify upsell opportunities, partner with Client Engagement, Product, Data and Sales, and support integration with eFront and Aladdin to improve client experience and operational efficiency.
Top Skills: AladdinEfrontPreqin
7 Hours Ago
Remote or Hybrid
Sydney, New South Wales, AUS
Senior level
Senior level
Artificial Intelligence • Big Data • Cloud • Information Technology • Software • Big Data Analytics • Automation
Analyze Dynatrace Digital Experience data for major clients, translating complex performance and user-engagement data into actionable business insights. Manage relationships with 8+ accounts, lead customer meetings, produce reports and dashboards, configure Dynatrace offerings, conduct ad hoc analyses, provide training, and represent client needs internally. The role also supports process improvements and requires fluent English and Japanese communication for the Japan market.
Top Skills: Adobe AnalyticsChrome DevtoolsCloud ComputingContent Delivery NetworksCSSDynatraceGoogle AnalyticsHTMLJavaScriptExcelNetworkingRSpssTableauWebpagetest
7 Hours Ago
In-Office
Entry level
Entry level
Aerospace • Information Technology • Software • Cybersecurity • Design • Defense • Manufacturing
Support the E-7A Wedgetail Product Support System by monitoring product performance, improving supportability, managing risks, obsolescence and critical spares, coordinating asset status reporting, and supporting system modeling and digital sustainment initiatives. The role integrates logistics and technical teams, contributes to governance and surveillance frameworks, and drives lifecycle performance improvements across airborne and ground support segments.
Top Skills: Asset Management SystemsDigital Sustainment CapabilitiesIso 55000Product Management SystemsSystem Modeling Tools

What you need to know about the Sydney Tech Scene

From opera to comedy shows, the Sydney Opera House hosts more than 1,600 performances a year, yet its entertainment sector isn't the only one taking center stage. The city's tech sector has earned a reputation as one of the fastest-growing in the region. More specifically, its IT sector stands out as the country's third-largest, growing at twice the rate of overall employment in the past decade as businesses continue to digitize their operations to stay competitive.

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account