Senior Machine Learning Engineer - AI Effects and Editing
CanvaJob Description
📋 Description Design, fine-tune, and deploy ML models for AI-powered visual effects across image/video. Build pipelines for LoRA training, post-training quantization, and inference optimization. Develop and integrate on-device ML capabilities (MediaPipe, CoreML, NNAPI) for mobile efficiency. Scale backend services for model serving, asset management, and real-time rendering. Prototype AI effects using diffusion, computer vision, and shader-driven approaches. Collaborate with design and engineering to turn ideas into user-facing features. 🎯 Requirements Background in computer graphics, computer vision, or computer animation; experience with GAN/VAE or mobile image processing. Proven experience fine-tuning and deploying CV models for real-time/streaming use cases. LoRA training, quantization, pruning, and on-device inference optimization. Familiarity with image/video ML models and integration into rendering pipelines. Backend development (Python, Go) and model-serving architectures. OpenGL/OpenGLES and shader development (GLSL/HLSL). English communications proficient. 🎁 Benefits Ship creative ML features at scale powering real-time video editing for millions. Collaborate with product teams, AI scientists, and designers to drive innovation. Influence Canva’s future in intelligent creative tools through your research and engineering.