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Data Science Optimization Lead

2 tygodni temu

Kraków, Lesser Poland INFOLET SP. Z O.O. Pełny etat

Airlines, B2B, and Revenue Management companies seek a skilled professional to develop advanced algorithms and drive competitive edge. We value Operations Research as essential to our success.

Our team develops optimization components across product areas including airline crew scheduling, airport resource management, and operations recovery.

You Will
  • Collaborate with subject matter experts to identify opportunities for leveraging data and deliver insights.
  • Assess the effectiveness of new data sources, techniques, and forecasting methods.
  • Develop custom data models and algorithms to apply to datasets and run proof-of-concept studies.
  • Leverage existing tools to enhance in-house algorithms.
  • Implement and test production-quality code for AI/ML models.
  • Monitor and analyze data accuracy and models' performance.
  • Demonstrate software to customers and provide benchmarks.
Must Have
  • Advanced degree in Statistics, Operations Research, or related field.
  • 8+ years of software development experience with a record of delivering successful products and complex optimization algorithms.
  • Proven ability to apply modeling and analytical skills to real-world problems.
  • Knowledge of ML techniques and statistical concepts.
  • Graduate-level knowledge of Revenue Management models and algorithms.
  • Experience deploying ML models on cloud platforms.