Specialist in Large Language Models and NLP for Architectural Firm

1 week ago


Newcastle upon Tyne, Newcastle upon Tyne, United Kingdom Newcastle University Full time
Job Title: Specialist in Large Language Models and NLP for Architectural Firm

We are seeking a highly skilled Specialist in Large Language Models and NLP to join our team at Newcastle University. As a key member of our research team, you will play a leading role in a project aimed at enhancing business productivity and service delivery by automating non-design related tasks.

About the Role

You will be responsible for developing an automatic documents generation system to support architecture design through the application of Large Language Models and advanced NLP and machine learning techniques. You will also work on developing methods for improving design capability and capacity through the application of novel LLM Models and Artificial Intelligence systems.

Key Responsibilities
  • Lead the delivery of the funded project, conducting research in accordance with the agreed programme, ensuring benefits are delivered for all parties of the KTP.
  • Develop an automatic documents generation system to support architecture design through applying LLMs and advanced NLP and machine learning techniques.
  • Undertake personal development activities including on-boarding familiarisation with the company.
  • Disseminate and embed the knowledge within Ryder to various stakeholders throughout the KTP via reports, presentations, group discussions and workshops.
  • Prepare outputs such as publications and case studies of the research from the team to scientific and non-scientific audiences, in written and oral form. And attend conferences.
Requirements
  • Familiarity with core concepts of trustworthy and explainable AI.
  • Expanding knowledge in applying a range of methods and techniques in LLMs, NLP, AI, deep learning and predictive modelling, generative models.
  • Understanding of the fundamentals of Data Science and Machine Learning (experience desired).
  • Programming and development skills in Python based Natural Language Processing/AI libraries and platforms such as NLTK, Spacy, sk-learn, pytorch, Keras.
  • Adaptability and ability to quickly grasp new concepts, technologies, and adapt existing LLM systems to specific business needs.
  • Problem solving skills to analyse complex problems and break them into manageable components when devising innovative solutions using LLM technologies.
What We Offer
  • Develop managerial skills and attend two residential managerial workshops (each of one week duration).
  • £4,000 personal training budget.
  • The opportunity to lead a project, develop project management skills and improve long term career prospects.
  • Mentoring by a Knowledge Transfer Network Adviser.
  • Full access to university resources to complete the project.
  • Ability to work in a largely self-determined way, across the industry-academic partnership.
  • Opportunities to develop both technical understanding and commercial awareness.
  • The possibility to study for a higher degree or undertake professional development.


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