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Genies is looking to integrate AI/ML solutions into their avatar creation ecosystem to produce high-quality 3D assets and enhance creator tools, ultimately shaping the future of consumer self-expression and creativity in digital experiences.

Requirements

• Proficiency in Python programming and extensive experience with AI/DL Frameworks (e.g. PyTorch, TensorFlow)
• Experience in multimodal training for 3D computer vision and graphics, such as: Generative models (e.g., diffusion, GANs, VAEs, flow-based)
• Advanced architectures like Transformers
• Volumetric differentiable rendering techniques with Neural Radiance Fields (NeRF) or Gaussian Splatting
• Minimum of 3 years of professional industry / research experience in machine learning, computer vision, or computer graphics.
• Background in computer graphics, computational geometry, and 3D principles is a plus.
• Industry experience with AI-driven content creation as it relates to games or animation, including: 3D reconstruction, Object and body tracking, 3D geometry analysis (segmentation & tagging), Generative models for avatars and textures, Avatar behavioral systems.

Responsibilities

• Collaborate with R&D and Application teams to integrate AI/ML solutions into our avatar creation ecosystem, leveraging advanced 3D computer vision (CV) and computer graphics (CG) techniques.
• Design, train, fine-tune, accelerate, optimize, and deploy ML models and technical frameworks.
• Utilize a strong understanding of computer graphics pipelines, computational geometry, and 3D principles to synthesize meshes, images, and/or motion.
• Apply practical expertise in implementing white paper concepts to develop user-facing creative technologies.
• Manage ML framework resources and infrastructure, including dataset management, client/cloud computing options, experiment tracking and model deployment techniques.
• Partner with Product and Creative teams to refine AI/ML-powered creation tools and interfaces.
• Stay up-to-date on emerging technologies in AI and advise on their strategic integration into innovative solutions.

Other

• Master’s degree or higher in Computer Science, Computer Graphics, or a related field with a strong emphasis on machine learning and artificial intelligence.
• Excellent teamwork skills, effective in working with cross-functional teams and engaging stakeholders.
• Ability to communicate complex ideas to non-technical audiences.
• Publication track record at top conferences (e.g., SIGGRAPH, CVPR, NeurIPS, ECCV, ICCV, ICML)
• Contributions to popular open-source machine learning projects