About the team:
This role is in the audio-video storytelling research team which is part of the larger video storytelling research team in Canva Research. The audio-video storytelling team has a focus on audio research but also carries out video and design research where audio is present. We make audio storytelling accessible and intuitive for everyone.
About the role:
In your role as Research (Machine Learning) Engineer youll be at the heart of our mission to make advanced machine learning design tools easy for everyone to use. Your work will help create new features that make it simpler and more fun for Canva users to bring their ideas to life. By developing and integrating these cutting-edge technologies youll help us achieve our goal of empowering the world to design. Your contributions will enhance user experiences drive Canvas growth and keep us at the forefront of the design industry. Together well make a real impact and shape the future of design.
At the moment this role is focused on:
Working closely with Research Scientists on research in audio video and multimodal AI with a focus on audio translating theory into practical applications
Rapid development of prototypes to evaluate and demonstrate new concepts models systems and ideas quickly with Research Scientists and other stakeholders
Designing developing and implementing innovative model architectures and algorithms for audio video and multimodal content generation and analysis
Building sustainable and scalable ML pipelines that support continuous integration deployment evaluation and monitoring of generative models
Optimizing and scaling models for efficiency latency and throughput across large distributed systems
Enhancing and maintaining high-quality datasets and annotations to fuel multimodal learning
Collaborating closely with cross-functional stakeholders across Canva to build aligned technically feasible and high-impact solutions
Youre probably a match if you:
Have deep experience developing AI models including Diffusion Models GANs or Transformers and can speak to their real-world application
Have successfully managed and optimized large-scale distributed training (e.g. across 100s of GPUs) and understand the infrastructure trade-offs
Bring a strong understanding of ML principles and have used frameworks like PyTorch to develop and optimize performant models
Demonstrate solid engineering practices clean code rigorous testing CI/CD workflows and robust observability in production
Thrive in ambiguity show end-to-end ownership of complex initiatives and consistently drive for pragmatic solutions
Communicate clearly collaborate with kindness and value knowledge-sharing and co-creation across teams
Have experience working with large-scale audio and/or video datasets including preprocessing feature extraction and evaluation of perceptual quality.
Additional Information :
Dont tick all the boxes Dont worry about that - nobody does!
Wed 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 youre excited about this role but dont tick every box we encourage you to apply you might a great fit in ways you didnt expect!
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 stack 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 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.
Remote Work :
No
Employment Type :
Full-time
About the team:This role is in the audio-video storytelling research team which is part of the larger video storytelling research team in Canva Research. The audio-video storytelling team has a focus on audio research but also carries out video and design research where audio is present. We make aud...
About the team:
This role is in the audio-video storytelling research team which is part of the larger video storytelling research team in Canva Research. The audio-video storytelling team has a focus on audio research but also carries out video and design research where audio is present. We make audio storytelling accessible and intuitive for everyone.
About the role:
In your role as Research (Machine Learning) Engineer youll be at the heart of our mission to make advanced machine learning design tools easy for everyone to use. Your work will help create new features that make it simpler and more fun for Canva users to bring their ideas to life. By developing and integrating these cutting-edge technologies youll help us achieve our goal of empowering the world to design. Your contributions will enhance user experiences drive Canvas growth and keep us at the forefront of the design industry. Together well make a real impact and shape the future of design.
At the moment this role is focused on:
Working closely with Research Scientists on research in audio video and multimodal AI with a focus on audio translating theory into practical applications
Rapid development of prototypes to evaluate and demonstrate new concepts models systems and ideas quickly with Research Scientists and other stakeholders
Designing developing and implementing innovative model architectures and algorithms for audio video and multimodal content generation and analysis
Building sustainable and scalable ML pipelines that support continuous integration deployment evaluation and monitoring of generative models
Optimizing and scaling models for efficiency latency and throughput across large distributed systems
Enhancing and maintaining high-quality datasets and annotations to fuel multimodal learning
Collaborating closely with cross-functional stakeholders across Canva to build aligned technically feasible and high-impact solutions
Youre probably a match if you:
Have deep experience developing AI models including Diffusion Models GANs or Transformers and can speak to their real-world application
Have successfully managed and optimized large-scale distributed training (e.g. across 100s of GPUs) and understand the infrastructure trade-offs
Bring a strong understanding of ML principles and have used frameworks like PyTorch to develop and optimize performant models
Demonstrate solid engineering practices clean code rigorous testing CI/CD workflows and robust observability in production
Thrive in ambiguity show end-to-end ownership of complex initiatives and consistently drive for pragmatic solutions
Communicate clearly collaborate with kindness and value knowledge-sharing and co-creation across teams
Have experience working with large-scale audio and/or video datasets including preprocessing feature extraction and evaluation of perceptual quality.
Additional Information :
Dont tick all the boxes Dont worry about that - nobody does!
Wed 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 youre excited about this role but dont tick every box we encourage you to apply you might a great fit in ways you didnt expect!
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 stack 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 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.
Remote Work :
No
Employment Type :
Full-time
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