Optimization Data Scientist: Metaheuristics to Production

Capitole; Barcelona; Híbrido; EUR 55.000 - 75.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Private health insurance

Hybrid work model

Wellness programs

Team-building activities

Learning resources

Descripción de la vacante

Capitole is seeking a Data Scientist specializing in optimization to tackle challenging business problems by applying metaheuristic techniques and advanced linear optimization. The role focuses on translating complex business rules into mathematical constraints and deploying optimization solutions within production environments.

You will work with cross-functional teams to understand operational needs, develop robust algorithms, and productionize models.

Formación

• 4+ years of experience in optimization roles.
• Strong experience with metaheuristic techniques (Genetic Algorithms, PSO, SA) and linear optimization/solvers (Gurobi, CPLEX, PuLP, Pyomo, OR-Tools, DEAP, Optuna).
• Proficiency in Python (Pandas, NumPy, Scikit-learn, SciPy) and translating complex operational rules into mathematical models.

Responsabilidades

• Translate complex business rules into mathematical constraints and develop robust optimization algorithms.
• Collaborate with cross-functional teams to understand operational needs and bring custom optimization solutions into production.

Conocimientos

Optimization

Metaheuristics

Python

Mathematical modeling

Educación

Operations Research / Applied Mathematics / Computer Science degree

Herramientas

AWS

Descripción del empleo

Capitole is seeking a Data Scientist specializing in optimization to tackle challenging business problems by applying metaheuristic techniques and advanced linear optimization. The role focuses on translating complex business rules into mathematical constraints and deploying optimization solutions within production environments.

You will work with cross-functional teams to understand operational needs, develop robust algorithms, and productionize models.