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SeniorFull-timeAIML
Salary Range
$53,040 - $71,760 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role
We are looking for a Machine Learning Engineer to join the Video Effects stream at Canva. This role involves designing, fine-tuning, and deploying models that power next-generation video effects, AI editing, and interactive experiences.
Key Responsibilities
- →Design, fine-tune, and deploy ML models for AI-powered visual effects across image and video modalities
- →Build robust pipelines for LoRA-based model training, post-training quantization, and inference optimization
- →Develop and integrate on-device ML capabilities (MediaPipe, CoreML, NNAPI, etc.) for mobile runtime efficiency
- →Scale backend services for effect model serving, asset management, and real-time rendering
- →Prototype novel AI effects using diffusion, computer vision, and shader-driven approaches
- →Work closely with design and engineering to bring creative ideas to life as user-facing features
- →Stay informed on emerging trends in generative ML, real-time graphics, and VFX workflows to drive innovation
Requirements
- ✓Experience with ML models and frameworks
- ✓Knowledge of LoRA, post-training quantization, and inference optimization
- ✓Familiarity with on-device ML capabilities like MediaPipe, CoreML, and NNAPI
- ✓Ability to scale backend services for model serving and real-time rendering
- ✓Understanding of diffusion models, computer vision, and shader-driven approaches
- ✓Experience working with design and engineering teams
- ✓Awareness of trends in generative ML, real-time graphics, and VFX workflows
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.
