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Stage - Data Scientist (d But Juillet 2024) H/F/X

VEEPEE

Posted on: 11 Mar 2024

Job Location: Louisville, US

Job Description:

The vente-privee group has consolidated its various European brands, together made up of 6000 employees, under one unified conglomerate: Veepee.With Privalia, vente-exclusive, Designer & Friends, Eboutic and vente-privee, Veepee achieved a 3.7 billion Euro turnover as of 2018. Present in 14 countries now, Veepee is taking a leading role in the European digital commerce landscape.JOB DESCRIPTION* As a Data Science intern, you'll be part of and the Data Science department along with 15 other colleagues.* One of the two teams in Data Science at Veepee is the Forecasting team, composed of 6 members spread between Brussels, Paris and Barcelona. The team is fully cloud-native, working with Google Cloud Platform products such as BigQuery, Kubernetes, Bigtable, etc.* This is a end-of-studies Contract, 6 full-time months-Internship, starting second semester of 2024TASKS* One of our Data Science team contributes to improving supply chain organisation and optimising warehouse workforce costs through the implementation of automatic demand forecasting using supervised regression models.* This internship aims to improve the process by replacing the legacy forecasting tool with a more advanced system.One of the challenges of the demand forecasting project is to distribute the demand forecast by day and by countries, in units, orders and revenue.In collaboration with Data Science and Supply Chain team, you will help develop and fine-tune the forecast distribution by day and countries.Like a researcher, you will have the freedom to explore and propose any relevant scientific approaches. Your models will be rigorously evaluated using the WMAPE (Weighted Mean Absolute Percentage Error) criterion, ensuring the accuracy and quality of the forecasts.Once a model is chosen, you will have the exciting opportunity to deploy it in our cloud MLOps platform (GCP, airflow, mlflow, gitlab )MUST HAVE SKILLS* Python* SQL* Knowledge in machine learning (regression, classification, clustering, neural networks,...)* Interest in software development* Experience with dbt, Git, Docker and Kubernetes is a plus* Good communicator, fluent in French and English* Strong ability to identify, analyse and solve problems* Be autonomous and resourceful* Be eager to learn new technologies and put projects into productionBENEFITS* 2 days of teleworking/week* Access to CE from 3 months of seniority* Access to the gym* Access to the company restaurant and connected fridges (Foodles, Kumo)* 50% reimbursement of the transport subscription* Paid leave depending on the duration of the contractRECRUITMENT PROCESS* HR phone interview (30 mins)* Video interview with the manager (1 hour)? WHO WE AREVeepee is a part of Veepee and one of the biggest tech communities in Europe with more than 800 IT collaborators.From Warsaw to Barcelona, through Lyon, Nantes, Tel Aviv, Brussels, Nice, Amsterdam, and Paris, all our projects are developed in a functional environment with a wide skills variety where you'll be sure to find your place, no matter the technology you want to work with.If you love to try things why don't you jump on this new adventure?Need more info > processes the collected data to handle the recruitment process, and to evaluate your ability to carry out the job offered and your professional skills. You can learn more about our use of your data and your rights by reading our recruiting privacy policy.

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