- Cadrage et définition du besoin avec les métiers
- Ateliers avec les équipes digital, architecture, infrastructure pour fournir les prérequis à l'industrialisation des modèles
- Développement des modèles sur le datalab
- Partage itératif des résultats obtenus
- Planification de phase de tests avec les métiers
- Ajustements suite aux retours des métiers
- Mise en production et ordonnancement du modèle sur la plateforme dédiée
- Documentation des modèles développés
- Formation sur les modèles développés
- Interactions avec les équipes architecture, DIFA, IT pour l'industrialisation des modèles
- Tests des modèles sur les plateformes datalab et de production
- Echange avec les métiers pour cibler les améliorations à apporter aux modèles
- Monitoring des résultats vs prévisions
- Documentations associées
- Ingénieur (BAC+ 5 ou plus), ayant minimum 2 ans d'expérience dans le
domaine bancaire. - Data scientist confirmé, avec un minimum de 5 ans d'expérience dans le
développement de modèles analytiques et Machine Learning. - Expérience dans le domaine bancaire sur des sujets analytiques.
- Bonne connaissance des outils Python, GytHub,
- Capacité à développer sous Sql
- Connaissances des méthodes de gestion de projet en AGILE
- Bonnes capacités d'analyse et rédactionnelles
- Une capacité de coordination avec les différents acteurs d'un projet
- Maitrise des méthodologies projets (Cadrage, conception, Homologation Bancaire, Conduite de Changement, ...)
- Sens de la communication et aisance relationnelle
- Language/Environnement de développement : Python/Anaconda, JupyterLab, Gitlab
- Machine Learning : Scikit-learn
- Ordonnanceur : Air flow
- ETL : Talend, SQL Server
- Reporting : Business Objects, Cognos, SAS
- UNIX/Windows : Scripting Shell/Power Shell
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Data Scientist
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Data Scientist - Washington, United States - Trusted Advisors
Description
Job Description
Job DescriptionNous sommes à la recherche pour le compte d'une banque internationale, basée à Casablanca, un Data Scientist.
Missions & Activités:
a. Cas de nouveaux besoins :
b. Modèles existants :
Profil Recherché :
Compétences opérationnelles:
Compétences techniques :
L'asset technologique est basé sur les technologies suivantes :
Durée la mission : 3 mois renouvelables (Projet sur minimum 1 année)
Lieu : Casablanca