Research Fellow (sim Opt Decarbonisation)
Singapore 119077, Singapore
Job Description
Date: 21-Apr-2023 Location: COLLEGE OF DESIGN & ENG, Kent Ridge Campus, SG Company: National University of Singapore
We have an opening position for a Research Fellow in the area of simulation modelling and optimization. The emphasis will be on metamodeling for computer simulations and algorithmic development for simulation optimization. Knowledge of Gaussian Process (GP) models and Bayesian Optimization (BO) would be an advantage, but not a requirement. Experience with high dimensional data and machine learning techniques would also be a plus.
The successful candidate can look forward to projects in simulation modelling and optimization for decarbonization in:
1. Maritime shipping
2. Logistics and supply chain
3. Build Environment We are considering applicants with strong analytical skills and programming knowledge.
Interested candidates should email their detailed curriculum vitae giving full details of research experience and list of publications to isensh@nus.edu.sg with the subject heading \xe2\x80\x9cRF for Sim Opt\xe2\x80\x9d.
Qualifications
- Ph.D degree in Operations Research, Industrial Engineering, Statistics and Mathematics or a related science or engineering discipline.
- Strong background in analytical modeling, applied statistics and applied probability.
- Good scientific writing skills.
- Good programming skills in Python, C++, MATLAB.
More Information
Location: Kent Ridge Campus Organization: College of Design and Engineering Department : Industrial Systems Engineering and Management Employee Referral Eligible: No Job requisition ID : 20066
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Job Detail
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Job IdJD1315364
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IndustryNot mentioned
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Total Positions1
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Job Type:Full Time
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Salary:Not mentioned
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Employment StatusPermanent
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Job LocationSingapore 119077, Singapore
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EducationNot mentioned