Optimization Scientist
hace 2 días
Barcelona
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: Optimization & Algorithms • Design, develop, and implement classical and metaheuristic optimization algorithms (e.g. Genetic Algorithms, PSO, Simulated Annealing)., • Translate complex business rules into mathematical constraints., • Collect, clean, and preprocess data from multiple sources., • Evaluate and fine-tune optimization algorithms to meet performance and scalability requirements., • 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., • Availability to work in a hybrid model (3 days on-site per week in Barcelona). Si te interesa la oportunidad y conocer todos los detalles, no dudes en aplicar al puesto para que podamos contactarte y hablar mejor sobre la posición, darte toda la información y resolver cualquier duda que te pueda surgir. Agap2 es una empresa que ofrece igualdad de oportunidades, por ello nos comprometemos a tratar todas las candidaturas por igual en función de sus capacidades, logros y experiencia. Animamos a cualquier persona a presentar su candidatura que será tratada con igualdad de oportunidades independientemente de su raza, nacionalidad, sexo, edad, discapacidad, orientación sexual, identidad de género o cualquier otra característica.