3 days ago
Remote, MexicoSenior
Responsibilities
- Build and deploy production machine learning solutions for demand forecasting, lead scoring, propensity modeling, classification, and related predictive analytics use cases.
- Develop scalable ML pipelines and production-grade data workflows using Python, SQL, PySpark, Azure, and Databricks.
- Design, train, tune, optimize, monitor, and explain models using XGBoost, LightGBM, and SHAP.
- Build Generative AI applications including RAG systems, vector search solutions, AI agents with tool usage, and high-volume LLM API integrations.
- Collaborate with Data Engineering, Analytics, MLOps, and business teams to move ML and AI applications from experimentation to production.
- Ensure solutions are reliable, scalable, transparent, and tied to measurable business outcomes.
Requirements
- At least 5 years of experience in machine learning development, including building and deploying production models.
- Advanced Python, SQL, and PySpark skills for large-scale datasets, data pipeline optimization, and end-to-end ML workflows.
- Production experience with XGBoost and/or LightGBM, including tuning, evaluation, monitoring, and performance optimization.
- Proven experience building Generative AI applications such as RAG systems, vector search, AI agents, and LLM API integrations.
- Strong cloud and platform expertise, preferably with Azure and Databricks.
- Experience partnering with Data Engineering and MLOps teams to deploy scalable, production-ready AI solutions.
- Fluent English.
Benefits
- Meaningful projects using technology to solve real-world challenges.
- A collaborative workplace focused on sustainability, inclusion, and digital equity.
- Work arrangement available from any part of Mexico.
Categories
About Capgemini
Capgemini is a global IT services and consulting firm that delivers strategy, cloud, AI, software engineering, and managed services to large enterprises and public-sector clients. Founded in 1967 and headquartered in Paris, it is publicly traded on Euronext Paris and operates in 50+ countries. The group expanded its engineering capabilities by acquiring Altran in 2020, now operating as Capgemini Engineering.