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Data Scientist
Minor Hotels Europe and AmericasSenior Data Scientist leading cross-functional AI/ML initiatives at Capgemini Engineering. Focusing on model development, optimization, and collaboration with data analytics teams.
Tech Stack
Tools & technologiesAzurePythonPyTorchScikit-LearnSparkSQLTensorflow
About the role
Key responsibilities & impact- Owning end-to-end model development for pricing, demand forecasting, and elasticity estimation; productionizing models in Azure ML and Databricks
- Implementing prescriptive analytics through optimization with Linear Programming, Mixed Integer Programming or Reinforcement Learning
- Implementing and maintaining feature stores, model monitoring workflows, and drift checks using MLflow (metrics, alerts, lineage)
- Designing and executing A/B tests or quasi-experiments to measure revenue, pricing uplift, and PCP attach rate impact
- Applying SHAP/LIME and other model interpretability tools to explain drivers of model behavior to Revenue Management partners
Requirements
What you’ll need- 2–4 years of hands-on Data Science experience delivering production-grade ML solutions
- Proficiency in Python (scikit-learn, XGBoost), Spark/Delta, SQL, Azure ML, Databricks, and MLflow; familiarity with PyTorch or TensorFlow is a plus
- Strong understanding of experimental design, statistical testing, and causal inference basics
- Ability to translate technical concepts into actionable business insights; skilled in stakeholder alignment and cross-functional communication
- Experience communicating insights, assumptions, risks, and trade-offs in clear, concise, and executive-ready narratives
Benefits
Comp & perks- Health insurance
- Flexible work arrangements
- Professional development
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
Model DevelopmentDemand ForecastingElasticity EstimationLinear ProgrammingMixed Integer ProgrammingReinforcement LearningFeature Store MaintenanceA/B TestingStatistical TestingCausal Inference
Soft Skills
Stakeholder AlignmentCross-Functional CommunicationInsight Communication