i) ELIAS - European Lighthouse of AI for Sustainability: Join the team in the Sustainable Materials Innovation Hub led by Mike Shaver and the Centre for AI Fundamentals to transform the interface between AI and sustainability. The role involves using sustainability inputs to direct outcomes. ii) UKRI Turing AI World-Leading Fellowship: The role involves developing new principles and methods for Advanced User Modelling, sequential decision making, and Automatic Experimental Design, with and without a Human-in-the-Loop. iii) UKRI AI hub in Generative Models: The role involves developing principles and tools for generative models technology. iv) PhD student positions in the UKRI AI CDT in Decision Making for Complex Systems: Projects include 'Human-in-the-loop generative models for experimental design' and 'Learning theory and methods for novel types of distributional shifts'.