Loading...
SeniorFull-timeMachine LearningAI
Salary Range
$53,040 - $71,760 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role/Specialty
As a Machine Learning Engineer, you’ll lead efforts to scale and optimize the training system for our large-scale multimodal and foundation models. You’ll design distributed training systems using Megatron-LM, NVIDIA NeMo, FSDP, and Triton—pushing the limits of performance across compute, memory, and communication layers. You'll sit at the intersection of systems and AI research, directly shaping how we train the models that will power Canva’s next generation of products.
What you’ll do (responsibilities)
• You’ll design, implement, and optimize large-scale machine learning systems for training
• You’ll improve all aspects of performance, including GPU utilization, communication overhead, and memory efficiency.
• You’ll partner with research and modeling teams to align systems with algorithmic needs.
• You’ll evaluate and apply best practices for distributed training using industry-leading frameworks.
• You’ll dive deep into low-level optimization, including custom CUDA or Triton kernels.
• You’ll debug, profile, and fine-tune training workflows to unlock new levels of scalability.
Free to sign up. Takes 30 seconds.
About Canva
Canva is a leading digital design platform that empowers individuals and businesses to create professional-quality visual content with ease. Founded in 2012 in Sydney, Australia, Canva has revolutionized the graphic design industry by making design accessible to non-experts through its intuitive, user-friendly interface. The platform caters to a wide range of users, from small business owners and marketers to educators and social media managers, democratizing design tools that were once reserved for professionals. Canva offers a comprehensive suite of design tools, including templates for social media posts, presentations, flyers, and more, along with a vast library of stock photos, icons, and illustrations. Its key features include drag-and-drop functionality, real-time collaboration, and customizable design elements, enabling users to create visually compelling content quickly. The platform also provides Canva Pro and Canva for Enterprise subscriptions, offering advanced features like brand kits, background removal, and extended storage. Canva’s target audience spans individuals, startups, and large organizations seeking efficient and affordable design solutions. Canva has achieved remarkable success, becoming one of the world’s most popular design tools with over 135 million monthly active users. Its acquisition by Atlassian in 2023 further solidified its market position, providing additional resources for innovation and growth. Canva’s unique value proposition lies in its ability to bridge the gap between professional design quality and ease of use, making it an indispensable tool for anyone looking to enhance their visual communication.
