Bukit Batok - Project Officer (Mathematics/Artificial Intelligence)

ATMRI at NTU is seeking a highly motivated Project Officer to join its dynamic research team working at the forefront of Artificial Intelligence (AI), Human-AI Hybrid concepts, and Natural Language Processing (NLP)/Large Language Models (LLMs) with a focus on high impact research.

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.
• Efficient algorithm development for air traffic conflict resolution.

Develop and evaluate AI models, including:

• Agent-based and LLM-based models using frameworks such as PyTorch, TensorFlow, HuggingFace Transformers, and LangChain.

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.

Job Requirements:

• Bachelor's degree mathematics or artificial Intelligence.
• Strong fundamentals in mathematics and machine learning
• Knowledge and experience in research and model development for Artificial Intelligence, especially multi-agent systems and NLP.
• Experience in prototypes and intelligent tools development.
• Evidence of developing Machine Learning and Optimization models.
• Strong programming skills in Python.
• Good English writing and communication skills for research work.
• Independent and team player.

We regret to inform that only shortlisted candidates will be notified.