Research Engineer I/II (Artificial Intelligence/Computer Science/Optimization/Computational Linguistics)
NTU Main Campus, Singapore
Nanyang Technological University
Nanyang Technological University is one of the top universities in Singapore offering undergraduate and postgraduate education in engineering, business, science, humanities, arts, social sciences, education and medicine.ATMRI at NTU is seeking a highly motivated Research Engineer to join its dynamic research team working at the forefront of Artificial Intelligence (AI), Multi-Agent Systems (MAS), and Natural Language Processing (NLP)/Large Language Models (LLMs) with a focus on high impact research in top tier AI conferences and journals.
Key Responsibilities:
Conduct research in:
Multi-Agent Systems and Reinforcement Learning (e.g., DDPG, PPO, MARL).
NLP including language understanding, generation, explainability and reasoning, and dialogue systems.
Develop and evaluate AI models, including:
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.
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 in top-tier AI conference and journals.
Internal knowledge transfer, and collaborative research efforts
Requirements:
Minimally a Bachelor’s degree in Artificial Intelligence, Computer Science, Optimization, Computational Linguistics, or a related field.
Strong foundation in multi-agent systems, NLP and python programming.
Strong background in Mathematics and modelling.
Good English writing and communication skills for research work.
Able to work independently, work comfortably with team and external/international collaborators.
Experience in publication in top tier AI conferences/journals is desired.
Experience in prototypes and intelligent tools development is desired.
We regret to inform that only shortlisted candidates will be notified.
Hiring Institution: NTU* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Computer Science HuggingFace LangChain Linguistics LLMs Mathematics NLP Pipelines Python PyTorch Reinforcement Learning Research TensorFlow Transformers
Perks/benefits: Conferences
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