About this role
ATMRI at NTU is seeking a highly motivated Research Associate to join its interdisciplinary team working at the intersection of Artificial Intelligence (AI), Natural Language Processing (NLP)/Large Language Models (LLMs), and Multi-Agent Systems (MAS). This role involves both fundamental and applied research in intelligent systems for air traffic operations.
Key Responsibilities:
Conduct research in:
NLP tasks including language understanding, generation, summarization, and dialogue systems.
Advanced retrieval augmented generation techniques and Agentic AI frameworks.
Time-series analysis and time-series foundation models.
Develop and evaluate AI models:
Agent-based and LLM-based models using frameworks such as PyTorch, TensorFlow, HuggingFace Transformers, and LangChain.
Prototypes for LLM-powered decision-support systems and language interfaces.
Develop GenAI POCs with safety-critical application as central focus.
Curate, process, and analyze air traffic and domain-relevant textual data.
Design and implement simulation platforms and experimental pipelines for algorithm validation.
Visualize simulation and experimental results to support decision-making and research findings.
Contribute to:
High-impact publications and technical reports.
Project proposals, internal knowledge transfer, and collaborative research efforts
Collaborate with industry and academic stakeholders for real-world integration of AI solutions
Requirements:
Master’s degree in Artificial Intelligence, Computer Science, Optimization, Computational Linguistics, or a related field.
Strong foundations in multi-agent systems, NLP and python programming.
Good writing and communication skills.
Able to work independently, work comfortably with team and external/international collaborators.
We regret to inform that only shortlisted candidates will be notified.
Hiring Institution: NTUOther facts
About Nanyang Technological University Singapore
The National Institute of Education (NIE), an autonomous institute of the Nanyang Technological University (NTU), Singapore is among the world's top education institutes, renowned for its excellence in teacher education and education research.
Founded in 1950, NIE has played a pivotal role in developing Singapore's teaching workforce. In a dynamic education milieu, NIE prepares teachers with the requisite values, skills and knowledge to meet the continuous demands of diverse learners across the lifespan.
The quality of our programmes is based on evidence-informed reviews and enhancement, and delivered with innovative pedagogies in digitally mediated learning spaces. Our degree, higher degree and professional development programmes offer global perspectives through international practice and semester exchanges, while 21st Century pedagogies, multidisciplinary curricula and service-learning initiatives help to develop the holistic reflective practitioner and school leader.
Internationally, the NIE has gained a strong reputation as a thought leader in the field of education and education-related disciplines, and built strategic alliances with many other renowned institutions in the US, Europe and Asia Pacific regions. The Institute also offers the only local sports-related undergraduate degree programme in Sport Science & Management that provides academic and professional pathways to sports-related careers.
Note: Posts containing profanity, hate speech, and offensive or inappropriate language and content will be deleted.
What you'll do
- Conduct research in NLP tasks and develop AI models for air traffic operations. Collaborate with stakeholders and contribute to publications and project proposals.
Ready to join Nanyang Technological University Singapore?
Take the next step in your career journey