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Machine Learning Engineer / MLOps – GCP

Hybrid in Las Rozas·Added 2 months ago (last checked 26 Oct)

Tecdata Engineering

1601 open roles

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Our summary

Work mode: Hybrid, Las Rozas
Spanish: Expected (ad in Spanish)

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Skills

This job advert was originally written in Spanish.

Requirements

What we're looking for

Solid and demonstrable experience with Vertex AI.
Vertex AI Pipelines, Model Registry, and Workbench.
Deployment and management of models in production.
Advanced experience with BigQuery: query optimization, distributed processing, and external connectors.
Advanced level of Python.
Development of modular, decoupled, maintainable, and testable code.
Concurrent programming.
Git, automated testing, code reviews, and dependency management.
Development of predictive models on millions of records.
Experience with LightGBM, XGBoost, CatBoost or similar.
Optimization of training and inference.
Industrialization of models from notebooks/Workbench to production.
Automated pipelines.
Model versioning.
Reproducible deployments.
Model monitoring.
Docker.
CI/CD: GitHub Actions, GitLab CI or similar.
Automation of deployments and management of ML environments.
Construction of data pipelines for training and inference.
Optimization of ETL/ELT processes.
Management and processing of large volumes of data.

Nice to have

Experience in Forecasting / Time Series.
Demand forecasting with high cardinality.
Seasonality, promotions, and events.
Cold-start strategies.
Deep Learning applied to forecasting: TFT, TiDE, PatchTST, TimesFM, Chronos, Transformers.
GenAI / LLMOps: RAG, agents, model evaluation, prompt engineering, and observability.
Hyperparameter optimization with Optuna, Ray Tune or similar.
Parallelization of training and optimization of inference.
Optimization of computational costs.

The role

We are looking for a Machine Learning Engineer / MLOps with solid experience in GCP, Python, model industrialization, and large volumes of data, capable of taking models from experimentation to production.

How you'll work

📍 Location: Las Rozas, Madrid - Calle Jacinto Benavente
🏢 Modality: Hybrid, 1 day on-site per week
💼 Project: Machine Learning / MLOps / Data Engineering

About Tecdata Engineering

Tecdata Engineering (TECDATA ENGINEERING) is a technology consulting and services provider specialized in global technology projects, with a portfolio covering custom software development, legacy modernization, managed services, cloud infrastructure, Salesforce, cybersecurity (including SOC, pentesting and NIS2 compliance), and data & AI services, alongside IT talent services such as headhunting and staff augmentation. The company reports being founded in 2012 with around 500 employees ("Compañeros 500") and 5M in billing, and forms part of a broader technology consulting group with more than 550 consultants across 5 countries. It states it is present in major economic sectors including banking, telecommunications, and insurance.

In Spain, Tecdata Engineering hires across multiple locations including Madrid, Barcelona, and Bilbao, with a significant share of openings marked "Completamente remoto" (fully remote) or hybrid. Its careers portal organizes vacancies into departments such as Desarrollo y QA, Ciberseguridad, Cloud, DevOps, Sistemas y Producción, Gestión de Proyectos, Comercial, and RRHH, and current openings range from COBOL and mainframe-adjacent banking roles to data engineering, Salesforce, SAP, cybersecurity, and air traffic management QA. For international professionals considering a move to Spain, the volume of remote-eligible roles across the country is notable, though the company's careers and website content is published in Spanish.

Industry: IT Services
Founded: 2012
Employees: 500

Good to know if you are moving

Many openings are advertised as fully remote within Spain, e.g. "Senior Data Scientist – GCP Madrid · Completamente remoto" and "ML ENGINEER Madrid · Completamente remoto".
Hiring activity in Spain includes Madrid, Barcelona, and Bilbao, with hybrid and on-site arrangements depending on the role.
The company reports around 500 employees ("Compañeros 500") and was founded in 2012.
It is part of a technology consulting group with more than 550 consultants operating in 5 countries.
Its client sectors include banking, telecommunications, and insurance, so many roles involve regulated, enterprise-grade environments.

All open roles at Tecdata Engineering