Research Fellow (Signal Processing and Machine Learning)

NANYANG TECHNOLOGICAL UNIVERSITY

Singapore
Not specified
Signal processing algorithm development
Machine learning method implementation
Multi-agent visual perception techniques
Nanyang Technological University is seeking a Research Fellow in Signal Processing and Machine Learning to develop algorithms for drone swarms, particularly focusing on multi-agent visual perception techniques. The ideal candidate will hold a Ph.D. in related fields and possess familiarity with machine learning frameworks

Job Summary

  • The role focuses on developing advanced signal processing and machine learning algorithms specifically for drone swarm applications.
  • Candidates will be responsible for implementing software and hardware solutions while conducting empirical studies to validate performance.
  • The position involves assisting the Principal Investigator in proposal writing and supervising graduate students within a top-ranked engineering school.

Matching Summary

Match Score: 85

Nanyang Technological University is seeking a Research Fellow in Signal Processing and Machine Learning to develop algorithms for drone swarms, particularly focusing on multi-agent visual perception techniques. The ideal candidate will hold a Ph.D. in related fields and possess familiarity with machine learning frameworks.

Skills & Requirements

Must-have

  • Signal processing algorithm development
  • Machine learning method implementation
  • Multi-agent visual perception techniques
  • Software and hardware implementation
  • Empirical study execution

Nice-to-have

  • Independent problem solving under strict timelines
  • Meticulous attention to detail
  • Excellent organizational and time management skills
  • Proposal writing assistance capability
  • Graduate student supervision experience

Key Requirements

  • Ph.D. in Electrical Engineering, Computer Science, Statistics, or related field
  • Familiarity with machine learning frameworks
  • Familiarity with computer vision frameworks
  • Strong written and oral communication skills

Work Rights

Not specified

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