Optimization Scientist

Hace 3 semanas

Barcelona, Cataluña, España agap2 Spain Jornada completa

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descripción del puesto
y asegúrese de adjuntar los documentos pertinentes. Direct message the job poster from agap2 Spain Are you looking for a new challenge where advanced optimization meets real-world impact? We are looking for a Senior Optimization Scientist to join a cutting-edge technology project within the aviation and travel sector, working on complex, high-impact optimization problems. You will collaborate with cross-functional teams to translate business needs into mathematical models and robust optimization algorithms, contributing to innovative and production-ready solutions.

Key Responsibilities
* Design, develop, and implement classical and metaheuristic optimization algorithms (e.g. Genetic Algorithms, PSO, Simulated Annealing).
* Create custom optimization solutions to solve complex mathematical and engineering problems.
* Translate complex business rules into mathematical constraints.
* Collaborate closely with technical and business stakeholders to design solutions for real operational challenges. Data Analysis & Preparation
* Collect, clean, and preprocess data from multiple sources.
* Identify patterns and insights to improve optimization model performance.
* Evaluate and fine-tune optimization algorithms to meet performance and scalability requirements.
* Perform sensitivity analysis to assess the impact of constraints and parameters.
* Work with product and delivery teams to productionize optimization models.
* Communicate results, insights, and implications clearly to senior stakeholders. Requirements
* Bachelor's or Master's degree in Operations Research, Applied Mathematics, Computer Science, or a related field.
* 3–4+ years of experience in optimization or a related role.
* Strong experience with metaheuristic optimization techniques (GA, PSO, SA, etc.).
* Proven ability to translate complex mathematical problems into actionable optimization solutions.
* Proficiency in Python and data science libraries (Pandas, NumPy, SciPy, Scikit-learn).
* Hands‐on experience with optimization libraries such as PuLP, Pyomo, and frameworks like Mealpy, DEAP, or Optuna.
* Solid understanding of business rule modeling and constraint programming.
* Fluent English (international environment). Nice to Have
* Experience with optimization solvers such as Gurobi, CPLEX, or Hexaly.
* Experience with data visualization tools and libraries.
* Knowledge of ETL processes and data cleansing.
* Familiarity with linear optimization techniques.
* Experience deploying models on cloud infrastructure (AWS preferred).
* Exposure to advanced mathematical modeling tools (Pyomo, OR-Tools). About You
* Strong communication and presentation skills.
* Excellent problem‐solving and critical‐thinking abilities.
* Curious mindset with a passion for learning new technologies.
* Comfortable working in fast‐paced, ambiguous environments. xqysrnh
* Availability to work in a hybrid model (3 days on-site per week in Barcelona). Seniority level Mid-Senior level Employment type Full-time Job function IT Services and IT Consulting Barcelona, Catalonia, Spain

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