Senior Data Scientist: Lead AI/ML Strategy & Production Models

Capgemini Engineering; Bogotá ciudad; On-site; COP 120,000,000 - 180,000,000; Full time

Benefits offered by this job

Learning & Development

Language Training

Health Coverage

Insurance Protection

Wellness Perks

Special Occasion benefits

Job summary

Capgemini Engineering leads a global team in AI/ML innovation and enterprise data science, seeking a Senior Data Scientist in Bogotá. You will own end-to-end model development for pricing and demand forecasting, productionizing solutions in Azure ML and Databricks, and driving prescriptive analytics across the business.

You will design experiments, apply interpretable modeling with SHAP/LIME, and communicate insights to Revenue Management, shaping strategy and delivering measurable impact.

Qualifications

• 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

Responsibilities

• 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

Skills

Python

Spark/Delta

SQL

Azure ML

Databricks

MLflow

Scikit-learn

XGBoost

PyTorch

TensorFlow

Job description

Capgemini Engineering leads a global team in AI/ML innovation and enterprise data science, seeking a Senior Data Scientist in Bogotá. You will own end-to-end model development for pricing and demand forecasting, productionizing solutions in Azure ML and Databricks, and driving prescriptive analytics across the business.

You will design experiments, apply interpretable modeling with SHAP/LIME, and communicate insights to Revenue Management, shaping strategy and delivering measurable impact.