Student Research Analyst (6 months contract)

You are as unique as your background, experience and point of view. Here, you'll be encouraged, empowered and challenged to be your best self. You'll work with dynamic colleagues - experts in their fields - who are eager to share their knowledge with you. Your leaders will inspire and help you reach your potential and soar to new heights. Every day, you'll have new and exciting opportunities to make life brighter for our Clients - who are at the heart of everything we do. Discover how you can make a difference in the lives of individuals, families and communities around the world.

Job Description:

Research :

• On the relative strength and weaknesses of GraphRAG in the use case of handling large quantity of unstructured documents of various language standards

Solution Evaluation:

• Using Nave RAG as baseline to benchmark again GraphRAG in terms of accuracy, response latency and token cost

• Research on best performance embedding technology for multi-thousands document set

Requirement:

• Currently enrolled in Msc level Machine learning/Data Science program - Familiarity with GraphDB and NLP concepts - Strong analytical skills and attention to detail

Preferred Skills:

• Engineering level of understanding of CNN and RNN neural network skills

• Proficiency in Python and JavaScript development language

• Proficiency in written English and Chinese language skill

• Hands on working knowledge of Navie RAG workflow including rewrite, re-rank, embedding, inferencing, chain-of-though prompting skill

• Hands on working knowledge of knowledge graph DB like Neo4j

• Basic understanding of operation principle of Docker technology

• Hands on working knowledge of mainstream foundation LLM, Reasoning and Multi-modal models

• Hands on working knowledge of mainstream OCR models

• Ability to work independently with minimal supervision

Job Category:

Posting End Date: