Senior Research Scientist Full-time Job

3 days ago   Education   Abu Dhabi   30 views Reference: 36091
Job Details

Position Requirements

· Lead research on the development and fine-tuning of large-language models

· Fine tune LLMs for specific purposes

· Develop efficient LLM model compression techniques for wireless networks

· Develop novel privacy-preserving approaches to ensure guaranteed data and model privacy for wireless networks in a distributed fashion

· Develop a mathematical-based framework for the explainability of LLMs for improved decision-making capabilities.

· Contribute to writing grants, drafting patents and attending conferences.

· Support the project lead faculty in attracting additional research project funding into the university.

· Performing analyses in collaboration with scientists locally and internationally

· Adhere to the University's information security and confidentiality policies and procedures, and report breaches or other security risks accordingly

· Perform any other tasks assigned by the Line Manager

Desired Skills and Experience

Candidate Profile

Essential Criteria

· PhD from a reputable university in a related discipline to machine learning

· Experience of undertaking assigned research tasks and starting to manage own workload

· Contributing to scientific papers and academic journal articles where possible acting as lead/ corresponding author

· A willingness to contribute to a collaborative and supportive team culture

· Excellent English language communication skills (verbal and written)

· Ability to function as part of a team working on multiple tasks with competing demands and deadlines

· Well-developed reasoning and problem-solving skills

Desired Criteria

· PhD in machine learning from a strong university

· At least 4 years of increasingly accountable relevant experience as a researcher in academia or in industry

· At least 3 lead author publication in a Q1 journal in machine learning (or leading conferences such as ICLR)

· Experience contributing to high impact publications in top 10% journals in the relevant field

Company Description
The UAEs top-ranked university, Khalifa University is leading R&D of real-world solutions and preparing science and engineering graduates to build a better world.