Research Assistant in Artificial Intelligence

2 months ago


Singapore SINGAPORE UNIVERSITY OF TECHNOLOGY AND DESIGN Full time
Roles & Responsibilities

We are seeking a highly motivated research assistant with a strong mathematical background who is interested to explore new research directions in neuro-symbolic methods, specifically on the interplay between deep learning and symbolic reasoning. The successful candidate can expect to help with the implementation of algebraic machine reasoning frameworks and will work closely with other team members.

The goal of this project is to develop a general neuro-symbolic reasoning framework for solving various reasoning tasks. The symbolic reasoning part of this framework shall be based on algebraic machine reasoning, a new reasoning paradigm built upon commutative algebra and computational algebra. The non-symbolic part of the framework shall primarily be based on deep learning, and could include vision models, language models, and multi-modal models.

Qualification & Experience:

  • Bachelor's in computer science.
  • Strong programming experience and must be open to learning new things.
  • Strong mathematical background, and is excited by the possibility of applying algebraic methods (e.g. in computational algebra) to problems in machine reasoning.
  • Candidates with strong algebraic backgrounds or strong machine reasoning backgrounds are prioritized.

Interested candidates should submit a current CV and copies of academic transcripts directly to Ernest Chong (ernest_chong@sutd.edu.sg) with the email subject header "AI Research Assistant position for project on algebraic machine reasoning". Only shortlisted candidates will be notified.


Tell employers what skills you have

Deep learning
TensorFlow
Machine Learning
Data Analysis
Analytical Skills
Collaborative
Mathematical Modeling
Mathematics
Analytical Reasoning
Data Transformation
Computer Vision
Computer Science
Algebra
Python
Writing
language models
Programming

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