Stage - computer vision h/f

VINCI est un leader mondial des concessions, des services à l'énergie et de la construction, employant 294 000 collaborateurs dans plus de 120 pays. Sa mission est de concevoir, financer, construire et gérer des infrastructures et des équipements qui contribuent à l'amélioration de la vie quotidienne et à la mobilité de chacun. Parce que sa vision de la réussite est globale, VINCI s'engage sur la performance environnementale, sociale et sociétale de ses activités. Parce que ses réalisations sont d'utilité publique, VINCI considère l'écoute et le dialogue avec l'ensemble des parties prenantes de ses projets comme une condition nécessaire à l'exercice de ses métiers. L'ambition de VINCI est ainsi de créer de la valeur à long terme pour ses clients, ses actionnaires, ses salariés, ses partenaires et pour la société en général. Description
VINCI is a global leader in concessions, energy services, and construction, employing 294,000 people in more than 120 countries.

Leonard is VINCI's platform dedicated to innovation and foresight. Created to invent and serve the future of the Group's businesses, Leonard's mission is to:
monitor emerging trends in VINCI's businesses and markets,

identify long-term issues and identify opportunities for change in the Group's business lines and organization, as well as its new growth drivers. Leonard will then design and coordinate innovative group-wide programs gathering several entities of the Group to help position itself into the future

develop incubation and acceleration programs for innovative projects, open to Group's employees and start-ups.

One of the Leonard Programs is fully dedicated to leverage the AI technology to further develop VINCI's activities. Since 3 years, the program, consisting in a 6 months incubation, delivered 75 projects which are all industrialized worldwide (Canada, UK, Portugal, Germany, Spain, Austria, France). Some of them were even turned into a new business unit. VINCI's activities are wide leading to a full range of interesting projects such as follows:
Using generative design to optimize fire extinguishing systems

Using computer vision and drones to detect misalignment in large conveyor belts

Using NLP to process large technical documentation leading to a variety of new tools dedicated to productivity

Using time series to detect failures in advance for Offshore windfarms' generators or even to predict the track geometry for high-speed trains

Leonard is looking for a Data scientist to help developing a project. Attached to the Head of AI Program at Leonard.

Main missions:
1. Datascientist:
Understand all the projects incubated: business, technology etc. to be an ambassador
Follow one specific project implemented in the program
Train and fine-tune machine learning and AI models involving NLP, Computer Vision, Time series, Clustering, etc.
Select machine learning and AI models for predictive maintenance, marketing recommendation, generative design, risk model, pricing, etc.
Build decision-making models and propose solutions for business problems
Conduct written and verbal presentations to share insights and recommendations to broad range of audiences varying from operational team to c-suite members
Participate to the development of the data science practice with the group

2. Tech partnership:
Help animating a scientific partnership (Hi!Paris, SCAI etc.) in order to be able later to animate a scientific community composed of PhDs
Participation in Hackathon, summerschool, databootcamp, capstones

3. AI community
Coordinate the AI tech community that is emerging within VINCI
Organise several events for the communities
You'll help Leonard developing impactful AI projects and coordinate the emerging AI community worldwide.