Utilise natural language processing, machine learning, and data mining
technologies to build models to achieve business objectives
Proficient in using NER and relationship extraction to solve business
problems
Study and transform various kind of structured and unstructured data
Organising data in to usable formats
Enhancing the data collection process
Create visualisations of data
Analysing unstructured data using basic NLP techniques and extract
important fields
Develop NLP systems according to requirements
Perform statistical analysis of results and refine models
Remain updated in the rapidly changing field of machine learning
Deploy models, optimise inference speed, and processing big data
任职要求
Requirements
Familiar with at least one field among ML, NLP, Knowledge Graph,
LLM， and up-to-date with industry and academic progress
Solid foundation in algorithms and have passion for technology
development and application
Proficient in programming languages such as Python, and has a good
grasp of deep learning frameworks like PyTorch, and TensorFlow
Familiar with name entity recognition and relationship extraction
Experience in optimising pre-trained models, such as bert and gpt-
based
papers published in ACL/AAAI/KDD/NIPS/CVPR and other conferences
