Datascientist

Beschreibung:

Leonard est la plate-forme d'innovation et de prospective du groupe VINCI
The context 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 5 years, the program, consisting in a 7-month incubation, delivered 100 projects which are all industrialized worldwide (Canada, UK, Portugal, Germany, Spain, Austria, France, Australia, New Zealand). 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 To face operational challenges, Leonard is decentralising its AI activities within the APAC region (Asia, Pacific) to fit the economic model of the Group and will accompany the development of promising AI projects directly in this region. The location is Auckland with regular travels in Australia and the Pacific region. More info: https://leonard.vinci.com/en/programmes/ia-course The mission Leonard is looking for a Data scientist to support the decentralisation of the AI Program and act as well as an ambassador for the other programs. Main missions: - Understand all the projects incubated: business, technology etc. to be an ambassador - Scouting projects to be supported by Leonard's programs: Artificial intelligence, Intrapreneurship, start-up early-stage and scale-up - Ensure smooth communication between the APAC region and France to be able to spread the knowledge - Follow one specific AI project implemented in the program at first - Participate to the development of the data science practice with the group in the region - Connect to the numerous BUs in the region (VINCI Construction, VINCI Energies, VINCI Concessions) to help identify new use cases to be implemented - Ensure the development and scaling of the AI projects in the BUs - Animate the Datascience community (VINCI Construction, VINCI Energies, VINCI Concessions) AI Projects needs: - Execute descriptive and predictive analyses to deliver valuable insights - 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 In connection with Leonard's management team, you'll help Leonard decentralizing its activities and programs from France into APAC region. The profile The expected profile: - 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 VINCI VINCI is a global player in the concessions and construction businesses, employing more than 280,000 people in more than 100 countries. Our mission is to design, finance, build and operate infrastructure and equipment that help improve the daily life and mobility of everyone. Our ambition is to create long-term value for our customers, our shareholders, our employees, our partners and society in general. More info www.vinci.com & How VINCI became VINCI - https://vimeo.com/111639718

Ihr Profil:

The expected profile: - 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