Machine Learning Specialist for Climate Applications

1 week ago


Singapore NTU (Nanyang Technology University- Main Office-HR) Full time
Job Title: Machine Learning Specialist for Climate Applications

The Earth Observatory of Singapore (EOS), a University Research Institute at Nanyang Technological University, is looking for a Machine Learning Specialist to work on a funded project developing high-resolution heat stress maps assessing urban heat island effect and public heat risk in Singapore.

About the Role:

EOS invites applications for a Machine Learning Specialist position to work on a project utilizing machine learning techniques for hyperlocal downscaling to assess heat stress across Singapore. Key responsibilities include investigating datasets, applying machine learning techniques, coordinating with collaborators, organizing workshops, communicating with funding agencies, leading manuscript drafting efforts, and supporting related research initiatives.

Key Responsibilities:
  • Develop and train machine learning models to assess heat stress patterns.
  • Collaborate with researchers to ensure seamless research progress.
  • Apply machine learning techniques to investigate datasets from various sources.
  • Communicate findings to stakeholders and prepare reports ensuring compliance with funding requirements.
  • Lead manuscript drafting and publication efforts to contribute to high-impact journals.
  • Support related research initiatives within Assoc Prof Steve Yim's research team contributing to broader projects in climate and environmental health.
Requirements:
  • A Ph.D. degree in computer science/data science/statistics.
  • Strong programming skills in Python or R.
  • Experience in machine learning for climate applications.
  • Ability to work collaboratively in an interdisciplinary environment.


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