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Senior Data Scientist

Devoteam International
Casablanca, Morocco Listed 14h ago via Naukrigulf
python mongodb cassandra docker ci/cd deep learning tensorflow pytorch data science pandas spark microservices kafka agile scrum

Job Description Roles & Responsibilities As a Senior Data Scientist, you will be responsible for the following missions: Development of predictive and prescriptive models: Design and train Customer Segmentation models (clustering, RFM, behavioral profiling). Develop personalized Recommendation engines (collaborative filters, content-based, hybrid systems) to improve cross-sell and up-sell. Develop Prediction models (churn, propensity, risk scoring, transaction volume forecasting). Data and model engineering: Collaborate with Data Engineers to define features and prepare necessary training pipelines from the Datalakehouse (Cassandra, Hive, etc.). Implement MLOps best practices: model versioning, deployment automation, production performance monitoring (drift, bias). Business value contribution: Translate business needs (e.g., reduce churn, increase conversion rate) into Data Science problems. Interpret model results and communicate insights to Product Owners and business stakeholders. Contribute to the enrichment of source systems and the Datalakehouse with predictive data. Desired Candidate Profile Education: Engineering degree (Bac+5) with a specialization in Data Science, Artificial Intelligence, or Applied Statistics/Mathematics. Experience: 3-5 years of confirmed experience on similar predictive modeling and recommendation system projects. Technical Skills: Mastery of ML: Classical algorithms (regression, classification, clustering, time series) and Deep Learning (if applicable). AI Frameworks: Mastery of Python libraries (Scikit-learn, Pandas, XGBoost, TensorFlow or PyTorch). Big Data & Tools: Knowledge of distributed environments (Spark/PySpark) and NoSQL databases (Cassandra, MongoDB). Ops & CI/CD: Familiarity with containerization environments (Docker) and model lifecycle management (MLOps). Technological ecosystem: Cloudera Data Platform, Microservices Architecture, Kafka, API Gateway (Axway), Keycloak. Methodology: Agile work (Scrum of Scrums, Weekly follow-up committees). Collaboration: Multidisciplinary team (Data Engineers, Lead Tech, Product Owners, Business Experts). Company Industry ConsultingManagement ConsultingAdvisory Services Department / Functional Area IT Software Keywords Senior Data Scientist Get real-time job updates only on our App

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  • CompanyDevoteam International
  • LocationCasablanca, Morocco
  • CategoryData
  • SourceNaukrigulf
  • Listed14h ago

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