24 days ago
Mexico City, MexicoEntry Level
Responsibilities
- Develop, train, optimize, and implement machine learning models for business problems.
- Use data exploitation, process automation, and advanced analytical capabilities to support business solutions.
- Build and evaluate classification, regression, and clustering models using supervised and unsupervised machine learning.
- Perform feature engineering, hyperparameter tuning, cross-validation, and model validation.
- Prepare and process structured and semi-structured datasets through ETL, data wrangling, and data quality activities.
- Collaborate with functional, technical, and business specialists to develop, integrate, and implement technology solutions for clients.
Requirements
- Knowledge of machine learning and artificial intelligence.
- Experience with supervised and unsupervised machine learning, classification, regression, and clustering models.
- Knowledge of feature engineering, model evaluation and validation, hyperparameter tuning, and cross-validation.
- Indispensable proficiency in Python.
- Advanced SQL knowledge.
- Experience with Scikit-Learn and TensorFlow or PyTorch.
- Experience with Pandas and NumPy.
- Knowledge of ETL, data preparation, structured and semi-structured datasets, data wrangling, and data quality.
- Ability to work under pressure with a focus on quality and results.
Benefits
- Hybrid work arrangement in Mexico City.
- Competitive compensation and benefits superior to those required by law.
- Collaborative team environment with recruitment and onboarding support.
- Opportunities to develop professional skills and plan a career at Capgemini.
- Inclusive workplace and consideration based on candidate merit.
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.