Applied Scientist 4
Core
Lead development of next-generation generative AI capabilities for Adobe Creative Cloud, focusing on graphics and vector-based design workflows.
Role type
Senior Applied Scientist (Generative AI & Computer Graphics)
Builds
Production-ready generative AI solutions for vector graphics, image processing, and creative workflows within Creative Cloud.
Domain
Creative software industry + Generative AI & Computer Graphics
Deliverable
production ML models
Required skills
Generative models, Image processing, Computer graphics, Python, C++, PyTorch, TensorFlow, System optimization, Real-time application development, Model deployment
Preferred skills
Diffusion models, Transformers, Multimodal systems, Computational geometry, 3D modeling, Top-tier conference publications
Technologies
PyTorch, TensorFlow, C++, Python
Responsibilities
Design and implement advanced generative AI solutions for vector graphics and image processing; Architect and develop end-to-end systems spanning model training, optimization, and deployment; Build and optimize machine learning models for high quality, efficiency, and scalability; Drive performance improvements for real-time and interactive applications; Define evaluation frameworks and metrics to measure model quality and system performance; Mentor and guide other scientists and engineers.
Seniority
Senior, hands-on IC
