Senior Data Scientist - AI/ML Strategy & Production

Capgemini Engineering; Colombia; Presencial; COP 120.000.000 - 170.000.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Health coverage

Education & training

Language courses

Life & accident insurance

Wellness discounts

Descripción de la vacante

Capgemini Engineering in Colombia seeks a Senior Data Scientist to lead cross-functional AI/ML initiatives and drive the enterprise-wide AI vision. You will own end-to-end model development and productionize solutions in Azure ML and Databricks, while translating technical insights into business value.

The role requires strong Python, Spark, SQL and ML tooling skills, plus experience in experimental design and cross-functional communication with stakeholders.

Formación

• Hands-on data science experience delivering production-grade ML solutions.
• Proficiency in Python, Spark/Delta, SQL, Azure ML, Databricks, and MLflow.
• Familiarity with model interpretability tools and experimental design.

Responsabilidades

• Own end-to-end model development for pricing, demand forecasting and elasticity estimation.
• Productionize models in Azure ML and Databricks; maintain feature stores and drift checks.
• Implement prescriptive analytics via optimization and ML methods.
• Design/execute A/B tests to measure revenue impact and pricing uplift.
• Explain model drivers to Revenue Management with SHAP/LIME.

Conocimientos

Python

Spark

SQL

Azure ML

Databricks

MLflow

Herramientas

scikit-learn

XGBoost

PyTorch

TensorFlow

Descripción del empleo

Capgemini Engineering in Colombia seeks a Senior Data Scientist to lead cross-functional AI/ML initiatives and drive the enterprise-wide AI vision. You will own end-to-end model development and productionize solutions in Azure ML and Databricks, while translating technical insights into business value.

The role requires strong Python, Spark, SQL and ML tooling skills, plus experience in experimental design and cross-functional communication with stakeholders.