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Robust Operating Room Planning and Optimization PhD Position - Job Opportunity at Université de Technologie de Troyes

Troyes, France
Contract
Entry-level
Posted: March 27, 2025
On-site
EUR 30,000-35,000 per year (standard French doctoral contract compensation)

Benefits

Doctoral contract with employee status
Access to high-performance computing facilities
Collaboration opportunities with healthcare partners
Research laboratory resources and support

Key Responsibilities

Develop novel approaches for large-scale adaptive robust optimization problems
Conduct analysis of ambiguity sets and uncertainty sets for operating room problems
Implement decomposition algorithms and hybrid solutions
Perform algorithmic analysis and quality evaluation
Integrate machine learning techniques for optimization improvement
Publish research in international journals
Present findings at scientific conferences

Requirements

Education

Master's degree or Engineering degree in Operations Research, Applied Mathematics, or Computer Science

Required Skills

Mathematical optimization and modeling techniques Mathematical programming Duality theory Decomposition methods Robust optimization Stochastic programming Computer programming (Julia/Python/C++) Advanced English proficiency Experience with optimization libraries (CPLEX, Gurobi, Hexaly)
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Sauge AI Market Intelligence

Industry Trends

Healthcare optimization is experiencing rapid growth due to increasing pressure on hospital efficiency and cost reduction Integration of machine learning with traditional optimization approaches is becoming a key differentiator in healthcare operations research Rising demand for robust optimization solutions in healthcare due to post-pandemic operational challenges

Role Significance

Part of the LIST3N laboratory OPTI team, typically consisting of 5-10 researchers and doctoral candidates
Doctoral researcher position with significant autonomy in research direction and methodology

Key Projects

Development of novel optimization algorithms for healthcare operations Implementation of robust optimization frameworks for operating room scheduling Integration of machine learning with traditional optimization approaches

Success Factors

Strong mathematical foundation and ability to develop novel optimization approaches Capacity to bridge theoretical research with practical healthcare applications Excellence in scientific communication and publication Ability to work independently while contributing to team objectives

Market Demand

High demand for healthcare optimization specialists, particularly those with combined expertise in robust optimization and machine learning

Important Skills

Critical Skills

Advanced optimization techniques focusing on robust and stochastic methods Programming proficiency for algorithm implementation Mathematical modeling and analysis capabilities

Beneficial Skills

Healthcare domain knowledge Data analysis and visualization skills Project management capabilities

Unique Aspects

Combination of theoretical research with practical healthcare applications
Access to real-world healthcare data and validation opportunities
Integration of machine learning with robust optimization approaches

Career Growth

3-year doctoral program with potential for post-doctoral extension

Potential Next Roles

Post-doctoral researcher in operations research Healthcare operations optimization specialist Research scientist in industrial optimization Academic faculty position

Company Overview

Université de Technologie de Troyes

Leading French technological university specializing in engineering and digital innovation

Well-respected academic institution in the French higher education landscape
Major research center in the Grand Est region of France
Academic research environment with focus on innovation and practical applications
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