Research Assistant in Reasoning in Large Language Models (LLMs)

at  University College London

ABOUT US

As part of our work in Machine Learning, the UCL Electronic and Electrical Engineering invites applications for one RA position in Reasoning in LLMs associated with an EPSRC New Investigator Award Project on “Robust and Efficient Algorithms for Model-based RL”. We propose a comprehensive research project to address key challenges in reinforcement learning for reasoning within large language models (LLMs), aiming to advance the development of more effective and reliable artificial intelligence (AI) systems.
The project will focus on proposing novel algorithms and methods, incorporating uncertainty estimates, expanding beyond binary reward feedback, and addressing different groups’ preferences. Additionally, we aim to develop both theoretical frameworks and software packages to support the practical implementation of these advancements.

APPLICATION DETAILS:

• To apply for the role, click the ‘Apply Now’ button at the bottom or top of the page
• Applications close on 7th February at 23:59
• A job description and person specification can be accessed at the bottom of this page
• Informal enquiries regarding this post can be addressed to Dr Ilija Bogunovic i.bogunovic@ucl.ac.uk. For questions regarding the application process please contact Rebecca Thomas at becca.thomas@ucl.ac.uk.

ABOUT THE ROLE

The position involves developing algorithms, theoretical frameworks, and code to enhance the reasoning capabilities of large language models (LLMs). The successful candidate will work closely with a team of PhD students to drive this research forward.

MAIN DUTIES:

• Develop novel post-training algorithms and methods for enhancing the reasoning capabilities of large language models (LLMs), with a focus on reliability, safety, and alignment.
• Lead the drafting and submission of research papers to leading machine learning and AI conferences and journals.
  The post is available for 8 months in the first instance. Further funding to support the post may be available. The salary available is Grade 6B.25-28, £38,357 to £41,005 per annum, inclusive of London Allowance.

As well as the exciting opportunities this role presents, we also offer some great benefits some of which are below:

• 41 Days holiday (27 days annual leave 8 bank holiday and 6 closure days)
• Additional 5 days’ annual leave purchase scheme
• Defined benefit career average revalued earnings pension scheme (CARE)
• Cycle to work scheme and season ticket loan
• Immigration loan
• Relocation scheme for certain posts
• On-Site nursery
• On-site gym
• Enhanced maternity, paternity and adoption pay
• Employee assistance programme: Staff Support Service
• Discounted medical insuranc