Data Scientist Engineer

13 godzin temu


Przyokopowa Warszawa, Polska Avenga Pełny etat

At Avenga, we are seeking a highly skilled Data Scientist Engineer to join our team and leverage data insights to drive business growth in the aviation industry.

Job Description:

We are looking for a talented professional with expertise in machine learning, statistical modeling, and data analysis to work on complex projects that require innovative solutions.

Key Responsibilities:
  • Collaborate with subject matter experts to identify opportunities for leveraging data to deliver actionable insights and predictions of customer behavior and operations performance.
  • Assess the effectiveness and accuracy of new data sources, gathering techniques, and forecasting methods.
  • Develop custom data models and algorithms to apply to datasets and run proof-of-concept studies.
  • Enhance in-house algorithms using existing statistical and machine learning tools.
  • Implement and test production-quality code for AI/ML models in collaboration with software engineers.
  • Develop processes and tools to monitor and analyze data accuracy and models' performance.
  • Communicate software solutions to customers, perform value-proving benchmarks, and train customers on using and maintaining software.
Required Qualifications:
  • Advanced degree in Statistics, Operations Research, Computer Science, Mathematics, or Machine Learning.
  • Proven ability to apply modeling and analytical skills to real-world problems.
  • Knowledge of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and statistical concepts (regression, properties of distributions, statistical tests, etc.).
Desirable Skills:
  • Familiarity with airline, hospitality, or retailing industries and decision support systems employed there.
  • Experience developing customer choice models, price elasticity estimation, and market potential estimation.

As a Data Scientist Engineer at Avenga, you will have the opportunity to work on exciting projects that combine data science, machine learning, and software development. If you are passionate about leveraging data insights to drive business growth, we encourage you to apply for this role.


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