Senior AI/ML Engineer

This job was originally posted in Spanish and automatically translated to English.

What you'll do

  • Design, implement, and train Machine Learning models for root cause analysis (RCA), anomaly detection, and event correlation.

  • Develop components based on Graph Neural Networks (GNN) and models that take network topology into account when necessary.

  • Integrate GenAI/LLM components to provide support for explaining model results.

  • Create evaluation datasets, metrics, and pipelines to validate the performance and quality of the models.

  • Work with network experts to validate the accuracy of the models and identify failure cases.

  • Prepare and package models for deployment and serving through MLOps processes.

  • Collaborate with engineering teams, domain experts, and validation teams to ensure that the models are accurate, explainable, and suitable for production environments.

Nice to have

  • Experience in telecommunications or Network Intelligence projects.

  • Knowledge of network topologies and architectures.

  • Experience working with network data, events, or alarms.

  • Experience with model explainability (XAI) systems.

  • Experience with data architectures and model evaluation pipelines.

What you'll get

At the office, you will find coffee, candies, and a foosball table to relax and share good moments with your colleagues. We also offer health insurance and flexible compensation.

Throughout the year, you can participate in internal events, outdoor activities, recreational days, and paddle tennis matches. We want you to enjoy your time and take vacations when you need them, always accompanied by a close and collaborative team.

Regarding your professional development, we support your growth: you will have access to training, English classes, and certifications. We value your learning and your aspirations.

All of this is part of our #CONVOTISLife philosophy. We grow with you.

How you'll work

Your workday is flexible, so you can adjust your schedule within a margin that suits you best. If you work extra hours one day or leave early for personal needs, you can make up for it another day without any issues. Additionally, you can decide whether you want to work from the office or from home.

hybrid

About the company & team

Teralco Group was founded in 2002 and became CONVOTIS Iberia in 2024. Since then, we have been committed to helping companies improve their performance and efficiency through the use of innovative technology. With our more than 20 years of experience, we have helped numerous companies implement technological solutions.

At CONVOTIS, You add value with your experience and skills, You matter in our decision-making, and You choose the path for your professional development.

Data & AI

Requirements

We are looking to bring on board an AI/ML Engineer to participate in the development of Artificial Intelligence and Machine Learning solutions applied to network analysis and diagnostics.

The selected person will work on developing models for anomaly detection, event correlation, root cause analysis (RCA), and prioritization of possible causes, collaborating closely with technical teams and network experts.

What are we looking for?

  • Experience in Machine Learning / Artificial Intelligence.

  • Experience developing, training, and evaluating ML models.

  • Knowledge of anomaly detection, event correlation, and/or Root Cause Analysis (RCA).

  • Experience with Python and common Machine Learning frameworks.

  • Knowledge of Deep Learning.

  • Experience or knowledge of Graph Neural Networks (GNN) and/or graph-based models.

  • Knowledge of GenAI and LLMs.

  • Experience with MLOps processes, model deployment, and serving.

  • Ability to work with technical teams and business/domain experts.

  • Advanced English (B2/C1).

Additional information

Equal Employment Opportunity

At CONVOTIS Iberia, we are firmly committed to equal employment opportunities, ensuring an inclusive and respectful environment for all people, regardless of their race, nationality, ethnicity, skin color, religion, sex, sexual orientation, age, citizenship, marital status, disability, gender, gender identity or expression, or veteran status.

Furthermore, in compliance with the provisions of Royal Decree 1026/2024 and our commitment to the highest standards of diversity and inclusion, we establish clear and specific criteria to ensure a selection and hiring process that prioritizes the training and suitability of each person for the job. We pay special attention to non-discrimination based on sexual orientation, gender identity, or gender expression.

At CONVOTIS Iberia, we believe that diversity enriches our teams and drives us toward a fairer, more equitable, and more inclusive future.

Application managed by CONVOTIS Iberia