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Machine Learning and Mathematical Optimization Expert

2 weeks ago

Singapore beBeeMathematical Full time $80,000 - $120,000

Job Title:

"Machine Learning and Mathematical Optimization Expert"


Job Description:

We are seeking a highly skilled Machine Learning and Mathematical Optimization Expert to join our research team. The ideal candidate will have expertise in developing machine learning and mathematical optimization solutions for complex problems.

The successful candidate will be responsible for formulating and developing machine learning and mathematical optimization solutions for electric vehicle fleet charging scheduling problems with considerations of various smart power grids, battery degradation, and infrastructure level constraints.

Key Responsibilities include:

  • Developing machine learning and mathematical optimization solutions for electric vehicle fleet charging scheduling problems.
  • Conducting and coordinating research within the university and collaborating partners in line with its research strategy.
  • Publishing research outcomes in journals of international standing.
  • Attending and presenting research findings and papers at academic meetings.

Requirements:

Master's degree in Computer Science, Electrical Engineering or related field (for Research Associate)

PhD in smart grids, energy management, or mathematical optimizations (for Research Fellow). The candidates who have submitted the thesis are also encouraged to apply.

Background in the application of machine learning and mathematical optimization techniques, including reinforcement learning.

Proficiency in written and spoken English for research work.

Interpersonal skill, ability to work independently / develop solutions under strict timelines, meticulous and eye for details / excellent organizational / time management skills.

Desirable:

Background in the modeling of energy management systems (e.g., buildings, batteries, smart grids, vehicle-to-grid, etc.).

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