Our department within the company comprises a cross-functional team of data scientists and data engineers dedicated to extracting value from the vast amounts of data we collect from airlines.

On one front, we focus on data preprocessing to make it accessible to other teams within the organization. Simultaneously, we collaborate with various teams to develop AI & ML solutions aimed at enhancing data-driven products to meet the evolving needs of our clients.

Project Description

As an intern within our team, you will have the exciting opportunity to work in an independent project focused on unlocking insights from a vast database of anonymized user profiles.

Your primary objective will be to leverage machine learning techniques to develop a segmentation solution driven by data.

In this project, you will dive deep into the complexities of the dataset, gaining a comprehensive understanding of user behaviors and preferences. Drawing upon your analytical skills, you will devise innovative approaches to segmenting the user base effectively. This segmentation solution will not only empower our clients to tailor their offerings more precisely but also serve as a valuable enhancement to other machine learning processes within our organization.

Throughout this project, you will have the autonomy to explore various methodologies, experiment with cutting-edge algorithms, and collaborate closely with our team of experts. Your contributions will play a pivotal role in shaping the future of data-driven decision-making within our company, making this internship an invaluable opportunity for personal and professional growth.

Accountabilities

• Data Analysis: Explore and analyze user profile data to uncover patterns and insights.
• Machine Learning Model Development: Develop machine learning models for user segmentation.
• Collaboration and Communication: Collaborate with other team members and communicate project progress.
• Documentation and Knowledge Sharing: Document findings and share insights with the team. 

Learning

By joining our team as an intern, you will embark on an enriching journey of learning and discovery in the dynamic field of data science and machine learning.

Throughout your internship, you will have the opportunity to

• Acquire hands-on experience in developing machine learning models.
• Learn how to evaluate the performance of machine learning models, interpret evaluation metrics, and optimize models for improved accuracy and efficiency.
• Work with the latest cloud-based tools and platforms for data science, such as Azure Machine Learning or Databricks, gaining hands-on experience in deploying and managing machine learning models in cloud environments.
• Develop effective communication and collaboration skills by working closely with team members, sharing findings, and contributing to team discussions and brainstorming sessions.

Please note that the duration of the internship will be 6 months and may be extended for an additional 6 months.
By applying to this internship, you understand and acknowledge that Amadeus will process your personal data in accordance with the following Privacy Policy: https://amadeus.com/en/policies/amadeus-careers-site-privacy-notice 
* Please upload your CV in English