Data Scientist

Capgemini Engineering; Colombia; Presencial; COP 80.000.000 - 120.000.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Permanent contract

Learning & development

Language training

Health coverage

Life and accident insurance

Wellness perks

Descripción de la vacante

Capgemini Engineering in Colombia seeks a Senior Data Scientist to lead cross-functional AI/ML initiatives and drive our enterprise-wide AI vision and strategy. You will own end-to-end model development, productionizing in Azure ML and Databricks, and enable data-driven decisions through rigorous experimentation and clear business storytelling.

Key skills include Python, Spark/Delta, SQL, Azure ML, Databricks, and MLflow, with a strong focus on communicating insights to Revenue Management

Formación

• 2-4 years of hands-on Data Science experience delivering production-grade ML solutions.
• Experience communicating insights and collaborating with stakeholders.
• Strong Python, ML framework, and data platform skills.

Responsabilidades

• Own end-to-end model development for pricing, demand forecasting, and elasticity estimation.
• Productionize models in Azure ML and Databricks.
• Implement prescriptive analytics via LP/IP or RL methods.
• Maintain feature stores and model monitoring with MLflow.
• Design and run A/B tests to measure revenue impact and pricing uplift.

Conocimientos

Python

Spark/Delta

SQL

Azure ML

Databricks

MLflow

Scikit-learn

XGBoost

PyTorch

TensorFlow

Herramientas

PyTorch

TensorFlow

Descripción del empleo

At Capgemini Engineering, the world leader in engineering services, we bring together a global team of engineers, scientists, and architects to help the world’s most innovative companies unleash their potential. From autonomous cars to life-saving robots, our digital and software technology experts think outside the box as they provide unique R&D and engineering services across all industries. Join us for a career full of opportunities. Where you can make a difference. Where no two days are the same

We are seeking a Senior Data Scientist to lead cross-functional AI/ML initiatives and drive our enterprise-wide AI vision and strategy. This role bridges tactical execution and long-term strategic planning, requiring a visionary who can work both independently and collaboratively with data analytics professionals across and outside our client AI/ML solutions.

In this role you will play a key role in:

• 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

Your profile:

• 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

What We Offer

• Stable Employment: Permanent contract offering long-term job security.
• Learning & Development: Access to a wide range of online training platforms and professional development resources.
• Language Training: Weekly virtual English classes and conversation sessions with certified instructors. Online Courses for different languages.
• Health Coverage: Comprehensive prepaid medical and dental plans.
• Insurance Protection: Life and accident insurance for peace of mind.
• Wellness Perks: Discounts and benefits through fitness and technology partnerships.

About Capgemini

At Capgemini Colombia, we aim to attract the best talent and are committed to creating a diverse and inclusive work environment, so there is no discrimination based on race, sex, sexual orientation, gender identity or expression, or any other characteristic of a person. All applications welcome and will be considered based on merit against the job and/or experience for the position.