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  • Senior Data Scientist
    Python

    Senior Data Scientist

    Gdańsk
    Type of work
    Full-time
    Experience
    Senior
    Employment Type
    B2B
    Operating mode
    Remote
    Avenga

    Avenga

    We are a team of IT and digital transformation experts. Strategic consulting, customer experience service, software development, and outsourcing of top-class IT specialists is what we do (and more!).

    Company profile

    Tech stack

      PySpark

      master

      Python

      master

      GCP

      advanced

      C++

      junior

      Java

      junior

    Job description

    Online interview

    Responsibilities:

    • Collaborate with airline experts to leverage data for actionable predictions of customer behavior and operational performance.
    • Evaluate new data sources and forecasting techniques for effectiveness and accuracy.
    • Develop custom data models and algorithms and run proof-of-concept studies.
    • Use statistical and machine learning tools to enhance existing in-house algorithms.
    • Work with software engineers to implement and test production-quality code for forecasting and data analytics models.
    • Create tools to monitor and analyze data accuracy and model performance.
    • Demonstrate software to customers, perform benchmarks, calibrate software for customer needs, and provide training.
    • Resolve software complaints and respond to suggestions for improvements.


    Required Qualifications:

    • Advanced degree in Statistics, Operations Research, Computer Science, Mathematics, Machine Learning, or related fields.
    • Proven ability to apply modeling and analytical skills to real-world problems.
    • Knowledge of machine learning techniques and their practical applications.
    • Expertise in advanced statistical techniques and their applications.
    • Strong programming skills in R, SQL, Python, PySpark, and familiarity with other programming languages like Java, JavaScript, or C++.
    • Experience deploying machine learning and statistical models on cloud platforms, utilizing services like Amazon SageMaker and Amazon Forecast.
    • Knowledge of airline revenue management algorithms and experience developing demand forecasting and price optimization models.


    Desirable Qualifications:

    • Familiarity with the airline, hospitality, or retail industries.
    • Experience developing customer choice models, price elasticity estimation, and market potential estimation.
    • Understanding of airline distribution, pricing, revenue management, NDC, and Offer/Order Management concepts.



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