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Optimization Scientistagap2 Spain • barcelona, cataluña, Spain
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Optimization Scientist

Optimization Scientist

agap2 Spain • barcelona, cataluña, Spain
Hace 1 día
Descripción del trabajo

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).
  • 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).

Sponsorship

under the Highly Qualified Professional scheme (PAC) may be provided .

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) .

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Optimization Scientist • barcelona, cataluña, Spain