6estates pte. ltd.
Singapore / Global
GET
The Big Jobsite
Singapore / Global
Responsibilities
:
Design, implement, and optimize prompting and tuning techniques for Large Language Models (LLMs) and LLM-based agents.
Develop and enhance the in-house AI training and inference platform to improve scalability and performance.
Conduct cutting-edge research and development in LLMs, Retrieval-Augmented Generation(RAG), and agents.
Collaborate with cross-functional teams to deploy LLMs and agents into production environments.
Requirements
:
Minimum Bachelor's Degree in Computer Science, Mathematics, Computational Linguistics, or a related field.
2+ years of hands-on experience in data science, machine learning, or AI research, with proficiency in Python.
Strong understanding of NLP/CV/LLM fundamentals, including Transformers and Attention, etc.
Experience with deep learning frameworks (e.g., PyTorch, TensorFlow) and related libraries (e.g., Hugging Face, LangChain).
Having experience in fine-tuning large language models (LLMs) and developing LLM-based agents.
Publications in top-tier conferences (NeurIPS, ICML, ACL, CVPR, etc.) are highly desirable.
Having experience in applying AI techniques to solve financial problems is a plus.
Excellent communication skills both in written and spoken English.
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