Intern Tech & Business F/H
Stage Nanterre (Hauts-de-Seine) Master, Titre d'ingénieur, Bac +5
Job description
The context
VINCI Concessions is a global leader in mobility infrastructure that uses its integrated model to design, finance, build, operate and maintain more than 100 airports, highways and railway projects in 23 countries through the VINCI Airports, VINCI Highways and VINCI Railways subsidiaries. Committed to sharing growth with regional communities, we strive to make mobility more sustainable, efficient and innovative.
VINCI Concessions pursues a comprehensive strategy that seeks to innovate in three main areas: smart infrastructure, passenger experience and flow management.
The company keeps abreast of emerging technologies to continue to invent the mobility of the future. VINCI Concessions has fostered several Innovation Excellence Centres :
- Lisbon (Portugal) for Smart Terminal Operations and Technology.
- Lima (Peru) for Road Safety.
- Lyon (France) for Customer Engagement and Experience.
- London Gatwick (UK) for Airfield Operations and Sustainability.
- Villognon (France) for Railways and Big Data.
VINCI Concessions collaborates in local and global innovation ecosystems, partners with start-ups, universities and accelerators in order to always lead the way.
The Innovation team is dedicated to identify long-term issues and opportunities for change in the business lines and organization, as well as its new growth drivers.
More info: https://www.vinci-concessions.com/en/profile/Innovation
The mission
VINCI Concessions is seeking a Data Scientist in order to leverage the Artificial Intelligence to improve or develop solutions in smart infrastructure, passenger experience and flow management.
Main missions:
- Detect emerging trends that can inspire VINCI Concessions’ businesses and markets, relying on the use of Artificial Intelligence.
- Follow one specific project (computer vision, NLP, time series…).
- Conduct written and verbal presentations to share insights and recommendations.
- Execute descriptive and predictive analyses to deliver valuable insights.
- Eventually, train and fine-tune machine learning and AI models.
- Select machine learning and AI models for predictive maintenance, marketing recommendation, risk model, depending on the use case.
- Build decision-making models and propose solutions for business problems.
Desired profile
The expected profile:
- Autonomous, creative, interested in VINCI Concessions’ businesses, innovation and new technologies.
- Entrepreneurial, curious and innovation-oriented mindset.
- Master’s degree quantitative discipline (e.g., statistics, mathematics or econometrics, economics, physics or any related field).
- Knowledge in machine learning and statistical learning.
- Skills in Python, SQL or related.
- Overall knowledge of the data science domains (e.g. [un]supervised learning, explainable artificial intelligence, econometrics, deep learning, Natural Language Processing, time series forecasting, computer vision, deployment and/or optimization).
- Ability to speak publicly and value VINCI Concessions Innovation activities.
- Fluency in English in addition to your mother tongue.
About VINCI CONCESSIONS Holding
VINCI Concessions est un acteur international des concessions d'infrastructures de transport, engagé pour une croissance durable et partagée avec les territoires et les communautés. Nous concrétisons avec succès le potentiel du partenariat public-privé dans 21 pays, grâce à notre modèle intégré concessionnaire-constructeur et notre expertise en conception, financement, maîtrise d'ouvrage et exploitation-maintenance d'infrastructures de mobilité. Assurer une expérience positive à nos 2 millions clients par jour est l'objectif premier de nos 20 000 collaborateurs à travers le monde.
VINCI Concessions réunit VINCI Airports - le premier opérateur privé mondial de la gestion aéroportuaire, VINCI Highways – un leader de la mobilité routière avec 3.564 km gérés dans 14 pays et VINCI Railways – pionner de la concession ferroviaire.