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Data Scientist - Group Data & Analytics F/H
Job Description
Mission
As part of the Data Science team of the CMA-CGM lines, you contribute to the development of AI solutions with high added value, and you will intervene at all levels of projects. You will work in particular in an international context and in close collaboration with the various professions involved in our projects: lines, cargo flow, finance. These projects will allow you to address a large number of challenges inherent in the field of shipping: Customer segmentation, Dynamic Pricing, Supply Chain optimization, cost reduction…
Responsibilities
As a Data Scientist at CMA-CGM, you will be required to intervene in data science projects:
- Development of business needs: understand the problems of the trades to propose relevant analyses with high added value (whether exploratory, descriptive, predictive, prescriptive)
- Definition of principles and methods of data collection and processing
- Definition, development, and maintenance of models
- Implementation of data processing and visualization techniques
- Restitution of the analyses and results obtained from business interlocutors (lines) and ensure their follow-up (implementation, performance analysis, maintenance)
- Putting algorithms into production and deploying on cloud environments (AWS, CI/CD culture)
- Ensure collaboration with the different teams involved
- Be responsible for the improvement and sustainability of existing models and analyses
Profile and Qualifications
- Bac +5 Engineering School or university course, specialized in Datascience, Big Data, AI, Mathematics
- You have at least 3-5 years of experience in the field of Data Science
- You have significant experience on topics of regression, classification, conversion probability, clustering, time series forecasting, optimization.
- You have strong skills in Statistics / Probability, Machine Learning (Operations Research and Deep Learning would be a plus)
- Python/R programming.
- Data manipulation: SQL, Spark (SnowFlake would be a plus)
- Data visualization: Python/R libraries, QlikSense or equivalent, Flask applications (Javascript and React would be a plus)
- Experience in Big Data and/or Cloud environments, including AWS, would be a plus
- Knowledge of CI/CD processes (Continuous Integration / Continuous Deployment), collaborative tools (Git) and Agile methodology
- Good knowledge of the Linux command line
- Knowledge on Dataiku would be a plus.
Company Profile
CMA CGM, headed by Rodolphe Saadé, is a leading worldwide shipping group. Its 509 vessels call more than 420 ports in the world on 5 continents. In 2017, they carried nearly 19 million TEUs (twenty-foot equivalent units). With a presence in 160 countries and through its 755 agencies network, the Group employs 110,000 people worldwide, including 2,400 in its headquarters in Marseilles. CMA CGM Digital Centre is part of the Digital Department which includes Digital Office, Data and Digital Factory. Digital core team is based in Marseilles with Regional Project Managers located in North & South America, Asia and Africa. CMA CGM Digital Centre mission statement is to create a unifying digital vision and to help rethink and design products and processes for the digital age. This mission is achieved by leveraging the latest technology trends; sourcing best practices from other industries; teaming up with CMA CGM key business departments: Lines, Commercial & Agency Network, Supply Chain & Logistics, Intermodal, Operations and ships; enabling Digital Factory & IT as key partners for execution and realization of projects.
