Research Fellow, Machine Learning - Simulation Modelling & Bayesian Optimization
- Employer
- NATIONAL UNIVERSITY OF SINGAPORE
- Location
- Singapore
- Closing date
- 4 Feb 2022
View more
- Academic Discipline
- Engineering & Technology, Mathematics & Statistics, Physical Sciences, General Engineering
- Job Type
- Academic Posts, Research Fellowships
- Contract Type
- Permanent
- Hours
- Full Time
Job Description
We have an opening 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) with experiences in working with high dimensional data and machine learning techniques is essential.
Interested candidates should upload their detailed curriculum vitae giving full details of research experience and list of publications.
Interested candidates should upload their detailed curriculum vitae giving full details of research experience and list of publications.
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.
- Excellent programming skills in Python, C++, MATLAB.
- Strong analytical skills and programming knowledge.
- Good scientific writing skills.
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 : 11290
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