Machine Learning Engineer, Genies

• 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
• Volumetric differentiable rendering techniques with Neural Radiance Fields (NeRF) or Gaussian Splatting
• 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

Desirable

• Genies is seeking experienced senior and mid-level Machine Learning Engineers to join our growing team and contribute to our R&D initiatives
• In this role, you will be instrumental in designing, developing, and deploying machine learning models that produce high-quality 3D assets for our avatar creation ecosystem
• Collaborating closely with our engineering and creative teams, you will incorporate AI and machine learning capabilities into our creator tools and product offerings
• This opportunity not only allows you to join a dynamic startup at the forefront of a new industry and emerging technologies, but also to become one of the pioneering engineers shaping the future of consumer self-expression and creativity
• We believe that the future of consumer social experiences will be consumer, creator and developer driven, and we are looking for a thought partner who can assist us in accomplishing our vision of transforming digital identity, representation, and social experiences
• 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