Senior Data Scientist/ Scientifique principal des données

Job Description

* data processing and interpretations (worldclass data platform consolidating 300+ internal and external sources, processing billions of raw data points),* marketing automation (targeted activities utilizing contact engagement, communication channels, content personalization and more),* sales automation (supporting partners’ businesses through dynamic changes in customers’ journey, product portfolio insights and recommendations or other tactics)* pricing (optimizing price levels with respect to multiple objectives and constraints),* operations (improving operational efficiency and customer experience),* e-commerce (perfecting customer experience across our platforms with a suite of recommendation engines and other tools).* Work closely with the offshore development team to enhance delivery capacity and develop scalable, data-driven solutions that seamlessly integrate with the bespoke ERP technology stack, architecture, and framework.* 5+ years in machine learning, data science & analytics or equivalent experience* strong knowledge of Statistics required* demonstrated ability to address business challenges,* working knowledge of Python, including data processing, analytical and machine learning libraries (NumPy, Pandas, PySpark, Matplotlib, Seaborn, Scikit-learn, Keras, TensorFlow etc.),* advanced knowledge of SQL,* proficiency in designing, implementing, and supporting data products in a production environment,* proactive and self-motivated,* sharp business and interpersonal skills, ability to simplify and communicate complex ideas across all levels,* attention to details and next-level problem solving skills,* hands-on experience with modern lake house architectures (Snowflake) and distributed computing systems (Spark/Databricks) is a plus,* working knowledge of CI/CD, including but not limited to version control, testing, release management, monitoring & operation tracking (Azure DevOps) is a plus,* experience with MLOps is a plus,* MSc/PhD in Maths, Physics, Computer Science or another STEM field is a plus.* traitement et interprétation des données (une plateforme de données de calibre mondial consolidant plus de 300 sources internes et externes, traitant des milliards de points de données brutes),* automatisation marketing (activités ciblées utilisant l’engagement des contacts, les canaux de communication, la personnalisation du contenu, etc.),* automatisation des ventes (soutien aux partenaires grâce à des analyses dynamiques du parcours client, des recommandations et d’autres tactiques),* tarification (optimisation des niveaux de prix selon plusieurs objectifs et contraintes),* opérations (amélioration de l’efficacité opérationnelle et de l’expérience client),* commerce électronique (optimisation de l’expérience client sur nos plateformes grâce à des moteurs de recommandation et autres outils).* 5+ années en apprentissage automatique, science des données et analytique, ou expérience équivalente* excellente connaissance des statistiques* capacité démontrée à relever des défis d’affaires* maîtrise de Python, incluant les bibliothèques de traitement de données, d’analyse et d’apprentissage automatique (NumPy, Pandas, PySpark, Matplotlib, Seaborn, Scikit‑learn, Keras, TensorFlow, etc.)* connaissance avancée de SQL* compétence en conception, implantation et soutien de produits de données en environnement de production* attitude proactive et autonome* solides aptitudes d’affaires et interpersonnelles, capacité à simplifier et communiquer des idées complexes à tous les niveaux* souci du détail et excellentes habiletés de résolution de problèmes* expérience pratique avec les architectures Lakehouse modernes (Snowflake) et les systèmes distribués (Spark/Databricks), un atout* connaissance des pratiques CI/CD, incluant le contrôle de version, les tests, la gestion des versions, la surveillance et le suivi opérationnel (Azure DevOps), un atout* expérience en MLOps, un atout* maîtrise ou doctorat en mathématiques, physique, informatique ou autre domaine STEM, un atout* **Elective Benefits:** Our programs are tailored to your country to best accommodate your lifestyle.* **Grow Your Career:** Accelerate your path to success (and keep up with the future) with formal programs on leadership and professional development, and many more on-demand courses.* **Elevate Your Personal Well-Being:** Boost your financial, physical, and mental well-being through seminars, events, and our global Life Empowerment Assistance Program.* **Diversity, Equity & Inclusion:** It’s not just a phrase to us; valuing every voice is how we succeed. Join us in celebrating our global diversity through inclusive education, meaningful peer-to-peer conversations, and equitable growth and development opportunities.* **Make the Most of our Global Organization**: Network with other new co-workers within your first 30 days through our onboarding program.* **Connect with Your Community:** Participate in internal, peer-led inclusive communities and activities, including business resource groups, local volunteering events, and more environmental and social initiatives.
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