End-of-studies Internship - Data Engineer - dams and hydroelectric developments
Who are we? We are an engineering group, a major player in the fields of building, water, energy, industry, and mobility. 100% owned by our employees, we are united by a single passion: practicing a profession that combines the art of designing with ingenuity and the commitment to realizing it. Our 10,000 employees, in more than 40 countries, create solutions every day for a positive life through our strategic challenges for the planet and humanity. Our teams are human-sized, prioritizing proximity, daily exchanges, and the sharing of experience. To facilitate reading, inclusive writing is not used in the body of this announcement; terms used in the masculine refer equally to women, men, and non-binary people.
Your missions In a context of energy transition and sustainable development, hydroelectricity occupies a central place in renewable energy production. The final configuration of dams and hydroelectric developments results from a multi-criteria analysis involving development economics and policy, the environment, ecology and social aspects, hydrology and hydrogeology, topography and geography, geology and geotechnics, and finally the strength of materials. Our teams wish to capitalize on several hundred developments designed and built under our supervision, for which design data and logic have been traced. Come and participate in prospecting the potential uses of machine learning to achieve more realistic, optimized, and objective configurations for the developments we design. Internship objectives Get acquainted with the classic design approach for developments and the constraints generally to be taken into account; Establish a logical flowchart of the approach allowing for the determination of the type and nature of each structure / component to be designed; Study the possibilities of using machine learning (classification, clustering, regression) with the aim of defining the parameters and pre-dimensioning characteristics of dams and other structures based on project conditions; Process and classify a representative sample of development data to serve as training data; Identify aspects that can serve as predictors in the algorithm and identify the algorithms and methods allowing the objectives to be met; Develop a simplified prototype, the level of detail of which will be agreed upon and adjusted, and perform a critical analysis of its performance. You will join a department of more than one hundred collaborators to serve a profession at the heart of current concerns. You will evolve among young people with innovative ideas, but also alongside business specialists and experts recognized by their peers in the field. You can take part in the cultural and sporting activities offered by the CSE of ARTELIA.
Your assets Master's degree / Engineering School (Bac+5) in Data, Civil Engineering, Hydraulics, Mechanics, Geology/Geotechnics Good foundations in artificial intelligence and machine learning Good knowledge of English Affinity with software development and in civil engineering and/or hydraulics Rigor, ability to synthesize, and organizational skills
We offer you: A springboard for your future career at Artelia A tutor close to you within a human-sized team Business experts to accompany you on various projects of different sizes A dedicated HR team to guide you during your internship