APPRENTICE – Machine Learning Engineer

NLP PEOPLE; Villeneuve-Loubet; Sur place; EUR 30 000 - 50 000; Plein temps

Résumé du poste

Join a forward-thinking company as an apprentice Machine Learning Engineer, where you'll contribute to innovative projects aimed at enhancing travel experiences. This role involves developing machine learning models for revenue forecasting, analyzing data patterns, and optimizing model performance in a collaborative environment. You'll receive mentorship from experienced professionals while working in a diverse and inclusive team dedicated to transforming the travel industry. If you're passionate about applying AI to real-world challenges and eager to learn, this opportunity is perfect for you.

Prestations

On-the-job training

Flexible working model

Attractive remuneration packages

Caring environment

Diverse and inclusive community

Qualifications

• Currently pursuing a Master's degree in relevant fields.
• Strong analytical skills and passion for AI applications.

Responsabilités

• Develop machine learning-based forecasting models for revenue predictions.
• Analyze historical data to identify key patterns and improve accuracy.

Connaissances

Machine Learning

Data Analysis

Feature Engineering

Cloud Computing (Azure, AWS)

Regression Testing

Analytical Skills

Formation

Master's degree in Computer Science

Master's degree in Data Science

Master's degree in Machine Learning

Outils

Azure

AWS

Description du poste

Job Title: APPRENTICE – Machine Learning Engineer

Company: Amadeus

It’s how travel works better. We are a team of 18,000 professionals from 150 nationalities, working together to transform travel. We make the experience of travel better for everyone, everywhere by inspiring innovation, partnerships, and responsibility to people, places, and the planet.

Working with us in Nice, France: This office is exceptionally multicultural, with more than 4000 people of around 97 nationalities working together. To get the best from our people we have created a work environment that promotes innovative ways of working and a better work-life balance.

Our Team

The Data Engineering and Analytics team is responsible for building travel analytics solutions based on flight search logs and reservations. We design, develop, and optimize data pipelines across multiple cloud environments. One of our key products is responsible for booking revenue forecasting. Accurate forecasting plays a crucial role in financial planning and strategic decision-making. We are enhancing our forecasting capabilities by integrating machine learning techniques to improve accuracy and adaptability.

Role Overview

As an apprentice, you will be involved in a key project aimed at streamlining and automating the regression test analysis process. Your mission will be to design and implement a solution that reduces the manual effort required to identify recurring test failures, allowing QA engineers to focus on critical issues.

Key Responsibilities

1. Contribute to the development of a machine learning-based forecasting model to improve booking revenue predictions.
2. Explore and analyze historical booking and revenue data to identify key patterns.
3. Develop and train machine learning models for revenue forecasting.
4. Evaluate different algorithms and select the most suitable approach based on performance metrics.
5. Optimize model accuracy by implementing feature engineering, hyperparameter tuning, and validation techniques.
6. Industrialize the model in a cloud environment (Azure, AWS) and integrate it into the existing data pipeline.
7. Monitor and continuously improve model performance over time to adapt to market changes.

Throughout the apprenticeship, you will receive technical guidance from experienced data scientists, machine learning engineers, and cloud specialists.

Your Profile

You are currently pursuing a Master’s degree in Computer Science, Data Science, Machine Learning, or a related field. You have strong analytical skills and a passion for applying AI to real-world business challenges. You are fluent in English.

What we can offer you

1. A critical mission and purpose – At Amadeus, you will be powering the future of travel and pursuing a critical mission and extraordinary purpose.
2. A truly global DNA – Everything at Amadeus is global, from our people to our business, which translates into our footprint, processes, and culture.
3. Great opportunities to learn – Learning happens all the time and in many ways at Amadeus, through on-the-job training, formal learning activities, and day-to-day interactions with colleagues.
4. A caring environment – Amadeus fosters a caring environment, nurturing both a fulfilling career and personal and family life.
5. A complete rewards offer – Amadeus provides attractive remuneration packages, covering all essential components of a competitive reward offer, including salary, bonus, equity, and benefits.
6. A flexible working model – We want our employees to do their best work, wherever and however it works best for them.
7. A diverse and inclusive community – We are committed to leveraging our uniquely diverse population to drive innovation, creativity, and collaboration across our organization.
8. A Reliable Company – Trust and reliability are fundamental values that drive our actions and shape long-lasting relationships with our customers, partners, and employees.

Application Process

If your application meets the essential criteria, your profile will be shared with our hiring managers, who will be the next to reach out to you. Amadeus is committed to inclusivity and accessibility. Please inform us of any specific requirements you may have so we can arrange the necessary accommodation to support your application process.

Apply now and be part of our journey to make travel work better!

Diversity & Inclusion

Amadeus is an Equal Employment Opportunity Employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, childbirth, or a related medical condition), ancestry, national origin, age, genetic information, military or veterans status, sexual orientation, gender expression, perception, or identity, marital status, mental or physical disability status, or any other protected federal, state, or local status unrelated to performance of work involved.

We are Amadeus and we make travel work better for everyone, everywhere. As part of our global team of 20,000+ passionate team members across 100+ locations, you’ll join a community united by a love for travel and technology.