NATIONAL UNIVERSITY OF SINGAPORE

Research Fellow, Simulation Modelling and Bayesian Optimization

7 days left

Location
Singapore
Posted
Dec 27, 2021
End of advertisement period
Jan 26, 2022
Ref
4544044
Contract Type
Permanent
Hours
Full Time

Job Description

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. 

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 “RF for Sim Opt”.

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: Engineering
Department : Industrial Systems Engineering And Management
Employee Referral Eligible: No
Job requisition ID : 7337

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