Overview
Morgan McKinley is excited to partner with leading cloud technology giant for a senior AI researcher on a permanent basis in Dublin. This is a fully onsite role.
We are looking for a Senior AI Researcher to work with the client’s AI research team, conducting world-class research in the area of Intelligent Operations and Management of future Autonomous Telecommunication Networks, influencing market and product development in order to deliver significant business value.
As a Senior AI researcher, your knowledge and experience in building compact multi-modal LLMs for general question-answering, reasoning and planning will be applied to the areas of network self-healing, i.e., fault localisation and troubleshooting, root cause analysis, fault remediation planning.
Responsibilities:
Identify the state-of-art of AI technologies (both in industry and in academic literature) for solving problems in the domain of Autonomous Telecommunication Networks. Emphasis is given on technologies of Large Language Models for general question answering and reasoning / planning for use cases of network self-healing.
Contribute to rapid and iterative development of validated software prototypes based on AI technologies, and benchmark alternative solutions.
Work closely with Domain Experts, Data Engineers, and AI researchers. Collaborate with product development teams and partners in Businesses to productionise AI technologies, including providing source code and design documents.
Company:
gan McKinley ·
Qualifications:
PhD in Artificial Intelligence or Machine Learning and/or Natural Language Processing.
5+ years of industrial or post-doctoral research experience in Artificial Intelligence or Machine Learning.
Strong hands-on experience with language model technology, especially with Large Language Models.
Strong hands-on experience with building deep neural networks.
Good mathematics and statistics background.
Strong programming skills in Python.
Practical skills in the use of machine learning frameworks, i.e., Scikit-Learn, Pytorch.
Problem solving ability, and demonstrated ability to develop new algorithms and methodologies from leading open source initiatives and research papers.
Domain knowledge of telco networks is a great plus.
Publication track records in machine learning and computer science conferences and journals, including, but not limited to, ICML, ECML, NIPS, AAAI, IJCAI, IJCNN is a great plus.
Educational level:
Ph. D.
Level of experience (years):
Senior (5+ years of experience)
How to apply:
Please mention NLP People as a source when applying
https://www.linkedin.com/jobs/view/3834864750/?eBP=CwEAAAGN9GngLVQI9ZdPbTo0WjBl6SH2yrwDp3ZwOfhq-rSvgfai9IbuLK6JzVV5diBx5lBC6SNJgmRY3q4unO_AUkeyjBdSKOuZAldciyRcUIdYbmXoTTCK6f68eJx7_gfZvCnREKiafQTzbLLLNJr91P5wvVcXxePxYLTVvLbzqBzBw7AcGI0jplOD_whpv0WQU9B6MSIkQeQxSPzcqsrCOxAD3o_-WfNPinTvoqjjDONN22nL9A1WSdNV_ecDNiLBD_zDbvepUgbdmJi9zgJG2_Y_wBpt9HAViyVS6B_CfV_-595j92n10WxrbFCwf0c2Lhz5kgtCjFZP9AdLBNs9clPNkJsxi1bqnpKh7lzKVH0k_YY1CSdi8qdty1Cv4DHXFyqShzzx_H9eCQY&refId=oaDdztc6mfOPwsLOfTPItQ%3D%3D&trackingId=9SRAhL%2BahIlsuv8N9jd0ew%3D%3D&trk=flagship3_search_srp_jobs
