Data Scientist

🔥 13 hours ago

🇨🇴 Colombia – Remote

⏰ Full Time

🟡 Mid-level

🟠 Senior

📊 Data Scientist

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Logo of Capgemini

Capgemini

10,000+ employees

Founded 1967

💼 Consulting

🏥 Healthcare

📦 Logistics

Consulting • Healthcare • Logistics

Capgemini is a global leader in partnering with businesses to transform and manage their operations by harnessing the power of technology. With expertise across a wide array of industries such as aerospace, automotive, banking, and healthcare, Capgemini provides a constantly evolving portfolio of services to meet the ever-changing needs of their clients. Their offerings include cloud, cybersecurity, data and artificial intelligence, and enterprise management, among others. Capgemini also emphasizes innovation and sustainability, helping companies achieve digital transformation while promoting environmental and social responsibility. Additionally, Capgemini provides career opportunities across various levels and professions, encouraging innovation and diversity in its workforce.

📋 Description

• Develop and apply machine learning models for forecasting and classification • Build GenAI products using RAG, vector search, and agents with tool use • Implement agentic solutions using Claude Code, Codex, or Cursor • Run LLM API batch or asynchronous jobs at scale for data labeling and metadata extraction • Use SHAP to explain and debug models for non-technical stakeholders • Work with cloud and data platforms including Azure, Databricks, GCP/Vertex, or AWS/SageMaker • Provide data science and engineering services to innovative companies across industries

🎯 Requirements

• Strong 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 • Hands-on agentic coding with Claude Code, Codex, or Cursor • Built GenAI products including RAG, vector search, and agents with tool use • LLM APIs at scale: batch or async jobs with thousands of calls • Azure and/or Databricks preferred; strong GCP/Vertex or AWS/SageMaker experience is acceptable

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