Senior Data Scientist - AI/ML Strategy & Production

Capgemini Engineering; Bogotá; Presencial; COP 185.569.000 - 309.282.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Health Coverage

Insurance Protection

Language Training

Learning & Development

Stable Employment

Wellness Perks

Descripción de la vacante

Capgemini Engineering in Bogotá seeks a Senior Data Scientist to lead cross-functional AI/ML initiatives, shaping enterprise-wide AI strategy and translating data into actionable business insights for Revenue Management.

You will own end-to-end model development for pricing, demand forecasting, and elasticity, productionizing models in Azure ML and Databricks, and advancing MLOps with MLflow and feature stores.

Formación

• 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.

Responsabilidades

• 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.

Conocimientos

Python

Spark/Delta

SQL

Azure ML

Databricks

MLflow

PyTorch/TensorFlow

Experimental design

Stakeholder communication

Descripción del empleo

Capgemini Engineering in Bogotá seeks a Senior Data Scientist to lead cross-functional AI/ML initiatives, shaping enterprise-wide AI strategy and translating data into actionable business insights for Revenue Management.

You will own end-to-end model development for pricing, demand forecasting, and elasticity, productionizing models in Azure ML and Databricks, and advancing MLOps with MLflow and feature stores.