Stage - Computer vision F/H

Descripción del puesto:

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.

* Autonomous, creative, interested in VINCI's businesses, innovation and new technologies
* Strong work capacity
* Diplomat and dynamic, able to interact with top managers
* Ability to speak publicly and value Leonard's activities
* Excellent sense and relational ease
* 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)
* Entrepreneurial, curious and innovation-oriented mindset
* Fluency in English in addition to your mother tongue
Pourquoi nous rejoindre ?

Our recruitment process

💬 Initial phone screening with a member of the recruitment team to get to know you better
🏢 In-person meeting with your future manager and the HR team
🤝 Did your application make the cut? Welcome-you'll fit right in at VINCI

Requerimientos del candidato/a:

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