DESCRIPTION :
Join us as an Applied Data Scientist in the Advanced Maintenance Analytics team based in Saint Ouen, France.
As a part of its predictive maintenance solutions, Alstom Services Advanced Maintenance Analytics aims to offer tools and enhance state-of-the start specific solutions to manage the health of rolling stock and signaling equipment to detect, prevent and forecast degradation and provide diagnosis to maintenance teams at fleet scale.
PURPOSE
You will be a core member of the machine learning team dedicated to developing and apply state-of-the-art advanced maintenance algorithms for railway customers and projects around the globe.
Your purpose will be:
Contribute to the R&D and deployment of the different machine learning, statistical and operational algorithms for the different industrialized use cases of our portfolio of services and solutions.
Contribute to the MLOps strategy (CI/CD of developed models, model monitoring, data labelling, training and improvement, etc..)
Be a proactive member in the choice and applied research of different machine learning, statistical and data mining approaches
MAIN RESPONSIBILITIES
Develop feature engineering, machine learning and statistical algorithms and models.
Continuously improve the performance and scalability of our solution
Contribute to the automation of the full machine learning development lifecycle: scoping, development, training, validation, deployment, monitoring and productionalization
Bring new state-of-the-art algorithms with an applied and solution oriented
* Profil
PhD in the fields of physics, engineering, statistics, computer science or related disciplines
Code d'emploi : Data Scientist (h/f)
Domaine professionnel actuel : IT R&D Professionals
Niveau de formation : Bac+8
Temps partiel / Temps plein : Plein temps
Type de contrat : Contrat à durée indéterminée (CDI)
Compétences : Méthodologie Agile, Amazon Web Services, Microsoft Azure, Intégration Continue, Ingénierie de l'Information, Data Mining, Visualisation de Données, Débogage, Linux, Python (Langage de Programmation), PostgreSQL, Machine Learning, NoSQL, Shell Script, Traitement de Signal, Structured Query Language (SQL), Flux de Données, Text Mining, Feature Engineering, Pytorch, Git, Data Lakes, Kubernetes, Technologies Informatiques, KSPPXKGVB6KU2V6U0VTY, Software Version Control, Docker, Programming Languages, Anglais, Français, Sens de la Communication, Résolution de Problèmes, Axé sur le Succès, Esprit d'Équipe, Motivation Personnelle, Algorithmes, Recherche Appliquée, Systèmes Automatisés, Étiquetage, Scalabilité, Sciences Physiques, Maintenance Prédictive, Etudes et Statistiques, Séries Chronologiques, Réalisation de Tests, Science des Données, Administration de Bases de Données
Type d'annonceur : Employeur direct