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Research Associate (Deep Learning/Natural Language Processing)
Research Associate (Deep Learning/Natural Language Processing)
The Research Associate will focus on deep learning and natural language processing within the School of Electrical & Electronic Engineering. Key responsibilities include developing semantic document representations for search and retrieval, creating NLU models by integrating various contextual information, and building learn-to-rank models for Natural Language Understanding.
About the role
About the Role
A Research Associate position is available in the School of Electrical & Electronic Engineering.
Job Responsibilities
- Work on a project to conduct the research and development of semantic document representations used for search and retrieval
- Integration of contextual information, topics, references, key words, tags together to form a NLU model
- Development of learn to rank models to achieve Natural Language Understanding
- Attend regular meetings and prepare for presentations with the project sponsor’s team
- Help to draft the project report for both the funding agent and project sponsor
Job Requirements
- MSc in Computer Science, Machine Learning or related discipline with specialization in deep learning, natural language processing
- 1+year research experience in AI/machine learning or related fields
- Good analytical, technical and problem-solving skills
- Expertise in NLP Information Retrieval and Graph Representation Learning is a bonus
- Experiences in contrastive learning, NLP related projects are highly preferred
- Strong programming skills in programming languages such as Python/Pytorch/Transformer libraries
- Good communication skills
- Proficiency in English
Skills
Deep LearningNatural Language ProcessingNLP Information RetrievalGraph Representation Learningcontrastive learningPythonPyTorchTransformer librariesAiMachine Learning