Senior Research Engineer Video Generative AI
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Job Location:
Monthly Salary:
Posted on:
30+ days ago
Vacancies:
1 Vacancy
Job Summary
About the role:
In your role as Senior 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:
Partnering with Research Scientists on research in multimodal generative AI translating theory into practical applications
Porting experimental Python code to scalable testable and production-grade solutions incorporating performance benchmarks and robust testing practices
Designing developing and implementing innovative model architectures and algorithms for multimodal design generation
Building sustainable ML pipelines that support continuous integration deployment and monitoring of generative models in production environments
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
Investigating and addressing production incidents through root cause analysis and sustainable fixes
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 generative 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
Additional Information :
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 home 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.
Please note that interviews are predominantly conducted virtually.
Remote Work :
Yes
Employment Type :
Full-time
Key Skills
- Arm
- Machine Learning
- Raspberry Pi
- Python
- C/C++
- Image Processing
- 5G
- OS Kernels
- Research Experience
- Firewall
- Research & Development
- Computer Vision
About Company
We're a global online visual communications platform on a mission to empower the world to design. Featuring a simple drag-and-drop user interface and a vast range of templates ranging from presentations, documents, websites, social media graphics, posters, apparel to videos, plus a hu ... View more
