Singapore Management University

Research Fellow - Simulation and Optimization Modeling in Healthcare

Singapore Management University

Singapore · Contract

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Experience
Any
Salary
Openings
1
Posted
6 days ago
Work mode
In office
Education
PhD
Resume
Required to apply

Where you'll work

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Job description

Role Overview

This position involves leading the creation of a modular simulation platform focusing on healthcare systems. The fellow will design and implement simulation and optimization models, translating healthcare processes into scalable simulation architectures.

Key Responsibilities

  • Lead the architecture and development of a versatile simulation platform tailored to healthcare.
  • Develop and execute simulation and optimization models to support healthcare research.
  • Analyze healthcare system workflows to build scalable simulation frameworks.
  • Perform comprehensive literature reviews to inform and integrate existing research into model development.
  • Support data integration efforts alongside model calibration and validation using healthcare datasets.
  • Contribute to the preparation of academic publications, reports, and presentations at conferences.
  • Collaborate with healthcare institutions and research stakeholders to ensure project alignment.
  • Oversee development activities including AI-assisted programming and software deployment.
  • Perform additional responsibilities as assigned.

Required Qualifications

  • Doctoral degree in Operations Research, Industrial Engineering, Computer Science, Data Science, Analytics, or related quantitative fields.
  • Proficient programming expertise in Python.
  • Hands-on experience with simulation modeling, preferably discrete-event simulation.
  • Expertise in software and system design principles such as object-oriented programming and modular software architecture.
  • Knowledge of optimization techniques and quantitative modeling frameworks.
  • Strong analytical skills coupled with problem-solving capabilities.
  • Experience in academic research, including scholarly writing and publication.
  • Ability to collaborate within multidisciplinary research teams and work independently.
  • Familiarity or experience in healthcare analytics or operations research in healthcare is beneficial.

Minimum education

Doctorate

How they work

Teamwork & Collaboration Problem Solving Independence Learning Agility

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