Senior Research Fellow (Simulation Modelling and Bayesian Optimization)
- Recruiter
- NATIONAL UNIVERSITY OF SINGAPORE
- Location
- Singapore
- Posted
- 05 Jun 2023
- End of advertisement period
- 05 Jul 2023
- Ref
- 14492044
- Academic Discipline
- Engineering & Technology, General Engineering, Physical Sciences, Mathematics & Statistics
- Contract Type
- Fixed Term
- Hours
- Full Time
Job Description
We have an opening position for a Senior 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 with industry experience.
Candidates applying for this position must possess a degree in Industrial Engineering, Statistics and Mathematics or a related science or engineering discipline.
Job Requirements
- Background in analytical modeling, applied statistics and applied probability.
- 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 : 19628