全职 Data Scientist 工作, 薪水 up to SGD 6,000, 6Estates Pte Ltd 公司招聘中 - Ricebowl

Job Description & Requirements

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.

Pay: $3,800.00 - $6,000.00 per month

Work Location: In person