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Apple Machine Learning Evaluation Engineer China, Hong Kong, Hong Kong Island 774164302
21.04.2025
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We are seeking a Machine Learning (ML) Evalution Engineer specializing in 3D generation models to evaluate, optimize, and interpret machine learning models used for 3D content creation. In this role, you will analyze model performance, identify weaknesses, and improve robustness, efficiency, and realism in generated 3D assets. You will work closely with researchers, engineers, and product teams to ensure high-quality outputs in areas such as 3D reconstruction, generative modeling, and rendering.
- Bachelor or above degree in Computer Science, Electrical Engineering, or a related field.
- Strong proficiency in Python and experience with ML frameworks such as TensorFlow and PyTorch.
- Solid understanding of computer vision principles and extensive experience with 3D deep learning techniques, including NeRF, PointNet, MeshCNN, and Diffusion Models.
- Hands-on experience with image/video/3D generative ML models and a proven track record of working with 3D data (point clouds, meshes, voxels, signed distance functions).
- Familiarity with advanced evaluation metrics for both 2D and 3D generative models.
- Proficiency in 3D data processing and rendering frameworks such as Blender API, Unreal Engine, Open3D, Kaolin, or Minkowski Engine.
- Experience with real-time rendering and physics-based simulations.
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