Senior Research Engineer I (Computer Science)
At a glance
Senior AI Research role at Ntu. NTU Main Campus · full-time.
Pay not stated Research Engineer salary
aimlroles summary, based on the employer's posting.
What you'll do
- Define system problems and turn them into requirements for AI and NLP platform work
- Build NLP methods for semantic analysis, including entity recognition, parsing, and knowledge graphs
- Apply NLP to information retrieval and relevance ranking that accounts for location and time
- Adapt current research methods for large-scale, real-world challenges, then document and report the work
What you bring
- A PhD in computer science
- Research experience in AI and NLP, including large-scale text processing and analysis
- Proficiency in at least one programming language and relevant research packages
- A strong publication record
Who this fits
This role suits a researcher who wants to develop and apply NLP methods to platform problems. It is based at NTU's main campus in Singapore.
From the employer
A Senior Research Engineer I position is available in the Centre for Smart Platform Infrastructure Research on Integrative Technology (SPIRIT), Nanyang Technological University, Singapore. SPIRIT is a translational R&D institute funded by National Research Foundation and supported by Smart Nation Programme Office and GovTech, to develop the Smart Platform Infrastructure to enable applications in Video Analytics, Wireless Sensors Network and other areas required by Singapore as a Smart Nation. Through cutting-edge systems research, SPIRIT Centre aims to enable translational efforts in data science and analytics for solving public sector challenges through innovative solutions.
Job Description:
The successful applicant will be responsible for the AI/NLP research and development in designing smart nation platforms. The key responsibilities include:
Gather system requirements by defining and analyzing system problems
Design and implement natural language processing (NLP) algorithms and models for semantic analysis, e.g., word embedding, named-entity recognition, coreference resolution and parsing, and ontology and knowledge graph constructions
Application of NLP in knowledge and information retrieval, and relevancy ranking with spatiotemporal consideration
Conduct “translational” research to apply the state-of-the-art solutions at scale for real world challenges
Documentation and scientific reporting
Job Requirements:
PhD in computer science
Some experience and research background in AI and NLP
Passionate about NLP and AI related research, innovations and their applications
Proficient in one or more programming languages (e.g., Python, C/C++, etc.) and research packages/modules
Experience in large-scale text processing and analytics
Good track records in publication
We regret that only shortlisted candidates will be notified.
Hiring Institution: NTU