This is us

At Avenga, we believe that human creativity empowers technology that matters. Operating globally, our 6000+ specialists provide a full spectrum of services, including business and tech advisory, enterprise solutions, CX, UX and Ul design, managed services, product development, and software development.

This is the job

We are looking for a Data Analytics & BI expert with a strong focus on Machine Learning and Generative AI, based in Mexico City to join our team, working on citizen security systems in Latin America. This is an opportunity to make a significant impact on public safety infrastructure, working with cutting-edge data technologies in a challenging and rewarding environment.

This is the team

In your role, you will become a vital member of a team of skilled professionals. Your main responsibility will involve designing and implementing intelligent modules capable of handling large volumes of data (Big Data), applying everything from traditional statistical models to cutting-edge architectures such as Agents and RAG. Here you will have the opportunity to make a significant contribution to global technological progress while improving your own skills and career.

This is you

• +3 years in model implementation: Neural Networks, SVM, Decision Trees, Clustering (K-means, DBSCAN), Time Series and Random Forest.

• +3 years in statistical analysis of various sources for the extraction of insights.

• +2 years working with SQL and NoSQL databases.

• +2 years of experience in Cloud platforms (GCP, Azure, AWS or Cloudera).

• +1 verifiable year in integration of LLMs, agent architectures and RAG/CAG techniques.

• Expert command of Python and use of training accelerators (GPU/TPU).

Nice-to-have skills:

• Solid Training: Advanced knowledge in Mathematics (Algebra, Probability and Statistics).

• Function engineering (Feature Engineering) and data variability management in Big Data environments.

This is your role

• AI Model and Algorithm Development: Design, develop, and implement Machine Learning models (Supervised, Unsupervised, and Reinforcement Learning) for the optimization of security and telecommunications systems.

• Build advanced architectures using Neural Networks, SVMs, Decision Trees, and Random Forests for the prediction and classification of critical events.

• Apply Clustering techniques (K-means, DBSCAN) and Time Series analysis to identify behavioral patterns in networks and integrated systems.

• Generative AI (GenAI) Implementation: Integrate Large Language Models (LLMs) into company workflows, developing intelligent agent architectures.

• Implement and optimize Retrieval-Augmented Generation (RAG) and Computer-Augmented Generation (CAG) techniques to improve the accuracy and context of AI-generated responses.

• Data Management and Analysis (Big Data & BI): Manage the variability and volume of data in Big Data environments (Cloudera, GCP, Azure, or AWS), ensuring data integrity and availability.

• Infrastructure and Databases: Design and maintain complex queries in SQL and NoSQL databases for data extraction to train models.

At Avenga, everyone matters. We provide equal opportunities in recruitment, career development, and leadership, regardless of race, ethnicity, gender identity, sexual orientation, disability, age, religion, or any other characteristic. We are committed to fostering a work environment where our diverse community of employees, candidates, and business partners actively shapes our growth. By bringing together people from different backgrounds and experiences, we build a workplace where everyone feels free to be themselves while honoring the boundaries of others.