Research Fellow (contract till 31 December 2026), SMC

Singapore Management University

Singapore, Singapore
Not specified
Doctoral degree in computer science or related field
Experience with machine learning and data science
Strong publication record in ai/ml venues
The Singapore Management University is seeking a Research Fellow for a contract until December 31, 2026, focusing on the development and training of large language models (LLMs) for log anomaly detection. This role requires a doctoral degree in computer science or a related field, with strong research experience in machine learning and data science

Job Summary

  • The candidate will conduct research on creating and training LLMs specifically for log anomaly detection and interpretation.
  • Successful candidates will join an active research team led by professors from the School of Computing and Information Systems at Singapore Management University.
  • The role involves processing public log datasets, designing LLM approaches for sequence analysis, and performing large-scale empirical evaluations.

Matching Summary

Match Score: 85

The Singapore Management University is seeking a Research Fellow for a contract until December 31, 2026, focusing on the development and training of large language models (LLMs) for log anomaly detection. This role requires a doctoral degree in computer science or a related field, with strong research experience in machine learning and data science.

Skills & Requirements

Must-have

  • Doctoral degree in computer science or related field
  • Experience with machine learning and data science
  • Strong publication record in AI/ML venues

Nice-to-have

  • Experience adapting or tuning large language models
  • Publications at top-tier cybersecurity venues
  • Ability to work independently and collaboratively

Key Requirements

  • Doctoral degree required
  • Focus on machine learning or data science
  • Demonstrated ML experience

Work Rights

Not specified

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