Senior Data Scientist

Capgemini Engineering; Puerto Bogotá; Remoto; COP 90.000.000 - 140.000.000; Tempo pieno

Descrizione del lavoro

Capgemini Engineering is seeking an experienced ML/GenAI engineer to join a global team remotely from Colombia. You will work on real forecasting and classification tasks, with hands-on GenAI implementations, vector search, and tool-using agents at scale.

The role requires strong SQL, Python, PySpark, and cloud platform experience (Azure Databricks, GCP Vertex, or AWS SageMaker) to deliver production-grade models and integrations for diverse industries.

Competenze

• Experience in real forecasting and classification projects in production or large-scale projects.
• Hands-on GenAI development including RAG, vector search, and agents with tool use.
• Strong SQL skills with complex joins, CTEs and window functions; performance tuning.

Conoscenze

Core ML

Advanced SQL

Python

PySpark

Forecasting

Classification

GenAI/Agentic

LLM APIs

Cloud platforms

Strumenti

Azure Databricks

GCP Vertex

AWS SageMaker

Descrizione del lavoro

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.Job DescriptionYour Role:Must-have: Core MLStrong SQL: complex joins, CTEs, window functions, and query performance tuning.Strong Python.PySpark or similar.Real forecasting and classification work (demand forecasts, lead scoring, propensity) in production or serious projects. Coursework does not count.XGBoost and/or LightGBM in production.SHAP to explain and debug models for non-technical stakeholders.Must-have: GenAI / AgenticHands-on agentic coding with Claude Code, Codex, or Cursor.Has built (not only advised on) GenAI products: RAG, vector search, agents with tool use.LLM APIs at scale: batch or async jobs with thousands of calls (data labeling, metadata extraction from text), not one-off prompts.Must-have: PlatformAzure and/or Databricks (both preferred).Strong GCP/Vertex or AWS/SageMaker experience is acceptable.#LI-DC10#LI-RemoteCapgemini is a global business and technology transformation partner, helping organizations to accelerate their dual transition to a digital and sustainable world, while creating tangible impact for enterprises and society. It is a responsible and diverse group of 340,000 team members in more than 50 countries. With its strong over 55-year heritage, Capgemini is trusted by its clients to unlock the value of technology to address the entire breadth of their business needs. It delivers end-to-end services and solutions leveraging strengths from strategy and design to engineering, all fueled by its market leading capabilities in AI, generative AI, cloud and data, combined with its deep industry expertise and partner ecosystem.