PhD in Sustainable and Scalable Generative AI
University College London · Department of Computer Science
United Kingdom
Applications accepted all year round
About This Opportunity
Funded UCL PhD project on scalable and efficient generative AI, focusing on architectures, algorithms and system-level methods for low-cost training and inference.
This PhD project at University College London focuses on improving the efficiency and scalability of generative AI models. The research will develop novel architectures, machine-learning algorithms, and system-specific tools to reduce computational cost while maintaining performance. The project may address training and inference efficiency, monitoring of resource consumption, real-time inference, and dynamic allocation of computing resources across different deployment environments.
Artificial Intelligence Machine Learning Generative AI Systems Computing
Level PhD
Field Scalable Generative AI
Specialization Artificial Intelligence & Data Science
Organization Type University
Requirements
Education
UK 2:1 degree or international equivalent.
Experience
Completed projects and relevant coursework in mathematics and machine-learning-related subjects are expected as evidence of a strong ML foundation. Published research papers at top conferences or Q1 journals are desirable.
Technical Skills
- Generative AI
- Machine learning algorithms
- Scalable AI architectures
- Real-time inference
- Dynamic resource allocation
- Systems computing
- Embedded computing
- Programming
General Skills
- Resource-aware problem solving
- Research motivation
Languages
Open only to Home students; EU students may apply with resident status.
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PhD in Sustainable and Scalable Generative AI employer: Laplace Expert Ltd
The University of Exeter is an exceptional employer, offering a vibrant work culture that fosters innovation and collaboration in the field of Digital Humanities. With a strong commitment to employee development, you will have access to numerous growth opportunities and resources to enhance your skills while working on impactful projects like the reconstruction of Florence's Palazzo Medici. Located in a beautiful and historic city, the university provides a stimulating environment for research and creativity, making it an ideal place for those seeking meaningful and rewarding employment.
