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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/Specialty
As an MLE on the Video Effects stream, you’ll design, fine-tune, and deploy models that power Canva’s next-generation video effects, AI editing and interactive experiences. From integrating on-device AI capabilities to building scalable backend pipelines, you’ll bridge research and production — transforming ML ideas into delightful, real-time features for our users.
 
关于岗位
作为视频特效方向的算法工程师，你将负责设计、微调并部署支持 Canva 下一代视频特效、智能编辑和互动体验的模型。从集成端侧 AI 能力，到构建可扩展的后端流水线，你将连接研究与产品之间的桥梁，把机器学习的创意转化为令人惊喜的实时功能，真正交付给用户。
What you’ll do (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 optimisation.
• 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.工作职责
• 设计、微调并部署用于图像与视频 AI 特效的机器学习模型
• 构建稳健的训练流水线，支持 LoRA 微调、量化后处理及推理优化
• 开发并集成端侧 ML 推理能力（如MediaPipe、 CoreML、NNAPI 等），提升移动设备运行效率
• 搭建可扩展的后端服务，用于模型部署、特效资产管理与实时渲染
• 利用 Diffusion 模型、计算机视觉与 Shader 技术，原型化并验证创新 AI 特效
• 与设计与工程团队紧密合作，将创意想法转化为用户可交互的产品功能
• 跟踪生成式 ML、实时图形与视觉特效领域的行业动态，推动产品创新
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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.
