What are the responsibilities and job description for the Senior Machine Learning Engineer: 3D Generative AI position at Jobright.ai?
Verified Job On Employer Career Site
Job Summary:
Genies is an AI Avatar and Games Technology Company focused on empowering user-generated content through innovative technology. They are seeking a Senior Machine Learning Engineer to design, develop, and deploy machine learning models for creating high-quality 3D assets within their avatar ecosystem, collaborating with engineering and creative teams to enhance creator tools and product offerings.
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.
• Communicate technical decisions and project updates to stakeholders such as engineers, designers, and product managers.
• Stay up-to-date on emerging technologies in AI and advise on their strategic integration into innovative solutions.
Qualifications:
Required:
• Master’s degree or higher in Computer Science, Computer Graphics, or a related field with a strong emphasis on machine learning and artificial intelligence.
• Minimum of 3 years of professional industry / research experience in machine learning, computer vision, or computer graphics.
• 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, Vision Transformers (ViT), Diffusion Transformers (DiT), and Mixture of Experts (MoE).
• Excellent teamwork skills, effective in working with cross-functional teams and engaging stakeholders.
• Ability to communicate complex ideas to non-technical audiences.
• Background in computer graphics, computational geometry, and 3D principles is a plus.
Preferred:
• 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.
• Experience with volumetric differentiable rendering techniques using Neural Radiance Fields (NeRF) or Gaussian Splatting, including scene representation learning, novel view synthesis, and integration with neural rendering pipelines.
• Experience training and scaling large machine learning models, including optimizing training pipelines, managing compute resources and deploying models to production.
• Hands-on experience with ML infrastructure, such as distributed training, data pipelines, model versioning, and experiment tracking.
• Publication track record at top conferences (e.g., SIGGRAPH, CVPR, NeurIPS, ECCV, ICCV, ICML).
• Contributions to popular open-source machine learning projects.
Company:
Genies is an Avatar Technology Company creating an avatar experiences for their users. Founded in 2011, the company is headquartered in Los Angeles, California, USA, with a team of 51-200 employees. The company is currently Growth Stage. Genies has a track record of offering H1B sponsorships.
