Senior Machine Learning Engineer - AI Effects and Editing

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Market context

U.S. role benchmark (BLS OEWS)

$111,944 U.S. median for this role

Projected growth (BLS Employment Projections)

+13.7% - Much faster than average

Matched to SOC 15-1252 - Data and ML aggregate by role bucket.

Source: U.S. Bureau of Labor Statistics, OEWS, May 2024 and Employment Projections, 2024-2034.

Schedule

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Weekend work

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About this role

Senior Machine Learning Engineer - AI Effects and Editing Beijing, Beijing, China Company Description: About the Group/Team We're the Video team within the Design Experience Supergroup, and we're on a mission to empower every user to tell compelling visual stories through video. We build intuitive, powerful tools and rendering infrastructure that help users go from idea to impact-seamlessly. Together, we're shaping the future of multimedia creation, and this role will be core to enabling innovation across Canva's intelligent video editing experiences. 关于团队 我们是Design Experience Supergroup旗下的Video team，肩负着一项使命：赋能每一位用户通过视频讲述引人入胜的视觉故事。我们构建直观、强大的工具和渲染基础设施，帮助用户无缝地将想法转化为有影响力的作品。我们正共同塑造多媒体创作的未来，而这个职位将成为推动 Canva 智能视频编辑体验创新的核心力量。 Job Description: 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

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