3D Scene Generation and Reconstruction Expert
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We are seeking a highly skilled expert in 3D scene generation and reconstruction to join our team. This role involves developing novel methods for generating relightable 3D objects from limited visual input, creating systems that can generate high-quality 3D content with AI-driven control, and prototyping architectures for 3D reconstruction and generation.
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The ideal candidate will have a strong background in computer science, machine learning, or a related field, and hands-on experience with diffusion and transformer models applied to 3D scenes. They will also be familiar with 3D scene representations and have a solid understanding of 3D vision and physically-based rendering.
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This is a full-time, on-site role at our headquarters. The successful candidate will work closely with our engineering and research teams to scale novel ideas into production and participate in international conferences on computer vision and machine learning.
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Key Responsibilities:
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* Research and develop generative 3D pipelines using diffusion models and transformer-based architectures.
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* Create systems that can generate relightable 3D objects from limited visual input.
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* Innovate in generative 3D content creation, including background and product design with AI-driven control.
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* Prototype and benchmark architectures for high-quality 3D reconstruction and generation.
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* Work closely with engineering and research teams to scale novel ideas into production.
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Qualifications:
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* PhD in Computer Science, Machine Learning, Computer Vision, Computer Graphics, or related field - OR - Master's degree with 4+ years of relevant experience.
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* Proven experience in 3D scene generation, neural rendering, or 3D reconstruction.
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* Hands-on knowledge of diffusion and transformer models applied to 3D.
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* Familiarity with 3D scene representations.
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* Strong coding abilities in Python and/or C++.
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* Experience with PyTorch and rendering frameworks.
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* Solid understanding of 3D vision and physically-based rendering.
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Benefits:
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* Competitive salary and equity options.
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* Meal vouchers for working days.
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* Relocation assistance.
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* Flexible hours and remote work options.
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* Family-friendly work culture.
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* Beautiful office located in a scenic region.
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* Opportunities to attend global tech and AI conferences.
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