PhD in Optimization and Stochastic Modeling
4 weken geleden
We are committed to developing innovative queueing models to minimize waiting times for healthcare services in developing countries.
This PhD research project aims to develop optimization methods to solve nonlinear optimization models, potentially incorporating discrete-event simulation and machine learning techniques. Additionally, the researcher will explore ways to combine facility location problems with capacity optimization to minimize overall treatment time while keeping costs within budget.
Responsibilities- Develop and apply advanced queueing models to model waiting times for healthcare facilities in developing countries;
- Develop and apply optimization techniques to simultaneously optimize the locations and capacity of healthcare facilities;
- Design and implement open-access software tools for applying the newly developed algorithms/models and techniques to real-world applications;
- Collaborate closely with Analytics for a Better World and NGOs to understand the challenge and apply the developed techniques in practice;
- Write up findings for publication in prestigious Operations Research journals;
- Present research findings at leading conferences;
- Attend classes and seminars to further develop thinking and research skills;
- Conduct teaching activities to a limited degree, including undergraduate tutorials and the supervision of BSc dissertation projects.
To be considered for this position, you should have:
- A Master's degree (preferably a Research Master or MPhil) in Stochastics, Operations Research, Business Analytics, Mathematics, Econometrics, or a related field;
- A strong background in modern Stochastics and Optimization;
- Excellent programming skills in one or more of the following languages: R, Python, C, C++, and a strong willingness to develop these skills further;
- Excellent communication, presentation, and writing skills;
- An excellent command of English, ideally with experience writing for a scientific audience.
We offer full-time employment for four years, with an initial period of 18 months, followed by an intermediate evaluation and a possibility to extend for another 30 months. The gross monthly salary will range between €2394,- in the first year to €3111,- in the last year, excluding holiday allowance and year-end bonus. The Collective Labour Agreement for Dutch Universities is applicable. In addition, we offer excellent study and development opportunities and encourage employees to continue professionalizing.
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