Data Scientist
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Employer: | CGI Romania |
Domain: |
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Job type: | full-time |
Job level: | 1 - 5 years of experience |
Location: |
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Updated at: | 10.03.2021 |
Remote work: | On-site |
CGI in Romania
Founded in 1976, CGI is among the largest independent IT and business consulting services firms in the world. With 78,000 consultants and other professionals across the globe, CGI delivers an end-to-end portfolio of capabilities, from strategic IT and business consulting to systems integration, managed IT and business process services and intellectual property solutions. CGI works with clients through a local relationship model complemented by a global delivery network that helps clients digitally transform their organizations and accelerate results. With Fiscal 2019 reported revenue of C$12.1 billion, CGI shares are listed on the TSX (GIB.A) and the NYSE (GIB). Learn more at cgi.com.
À propos de CGI
Fondée en 1976, CGI figure parmi les plus importantes entreprises indépendantes de services-conseils en technologie de l’information (TI) et en management au monde. CGI compte 78 000 conseillers et autres professionnels établis partout dans le monde grâce auxquels l’entreprise offre un portefeuille complet de services et de solutions : des services-conseils stratégiques en TI et en management, de l’intégration de systèmes, des services en TI et en gestion des processus d’affaires en mode délégué ainsi que des solutions de propriété intellectuelle. La collaboration de CGI avec ses clients repose sur un modèle axé sur les relations locales, conjugué à un réseau mondial de prestation de services, qui permet aux clients de réaliser la transformation numérique de leur organisation et d’accélérer l’obtention de résultats. Au cours de l’exercice financier 2019, CGI a généré des revenus de 12,1 milliards de dollars canadiens. Les actions de CGI sont inscrites à la Bourse de Toronto (GIB.A) ainsi qu’à la Bourse de New York (GIB). Apprenez-en davantage sur cgi.com.
Project Description
Reinforcement of the DATA team on an international project with Brazil and France (example fight against fraud), exploitation of data and identification of new use cases and algorithms.
Requirements:
- +3 years of working experience with Python (good quality Data Science code, good code practices, scalability, security)
- Experience with data science algorithms: Random Forest, Logistic regression; KNN, etc.
- Knowledge of AZURE platform
- Autonomy and analytical mind
Tools we use:
- Databricks (Python, PySpark, SQL, SCALA and R - for modelization)
- Azure Data Factory (for data ingestion - read / write)
- Power BI (for data restitution - sometimes the data restitution is in Salesforce and we use ADF to write)
Responsibilities:
- Analysis of source data and identification of relevant data,
- Designing transformation of data and models, mock-up implementation,
- Validation of performance and development of algorithms,
- Packaging of algorithms,
- Offering integration support.
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