Research Engineer I/ii
1 week ago
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.
Hiring Institution: NTU
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