Job description:

General Responsibility
We are seeking a highly skilled Data Engineer / Machine Learning Engineer to join our Applied AI Team. The idóneo candidate combines strong software engineering foundations with hands-on experience in data pipelines and machine learning systems, and enjoys working at the intersection between data, models, and production systems.
As a Data Engineer / MLE at AI Labs, you will work closely with data scientists, software engineers, and product owners to design, build, deploy, and operate end-to-end data and machine learning solutions across multiple business units — including Regulatory, Clinical Trials, R&D;, Pharmacovigilance, and Drug Manufacturing.
This role is critical to ensuring that AI models move reliably from experimentation to production, supported by scalable data pipelines, robust ML infrastructure, and strong engineering standards.
Specific Responsibilities
• Design, build, and maintain scalable data pipelines for data ingestion, transformation, and serving, supporting both analytics and machine learning use cases.





• Develop and productionize machine learning pipelines, covering training, validation, deployment, and monitoring.

• Collaborate closely with Data Scientists to translate notebooks and prototypes into robust, production-ready ML systems.

• Implement model deployment patterns (batch, real-time, or hybrid) using APIs, scheduled jobs, or event-driven architectures.

• Build and maintain feature pipelines and data abstractions that enable reproducible and reliable model behavior.

• Ensure data quality, versioning, and traceability across datasets and models.

• Optimize pipelines and ML workloads for performance, scalability, and cost efficiency.

• Work with DevOps and Platform teams to deploy solutions using containerization and CI/CD best practices.

• Contribute to defining data engineering and MLOps standards across AI Labs. Participate in code reviews, documentation, and mentoring to foster a culture

📌 DATA Engineer (Madrid)
🏢 Insud Pharma
📍 Madrid