Privacy-Preserving MLOps Scientist

Associação Fraunhofer Portugal Research; Portugal; Hybride; EUR 30 000 - 52 000; Plein temps

Avantages offerts par ce poste

Hybrid work opportunities

Partial health insurance

Additional perks

Résumé du poste

Associação Fraunhofer Portugal Research invites exceptional researchers to join the AICOS project team in Portugal. You will work at the forefront of AI innovation, focusing on privacy-preserving ML, federated learning, and data governance to enable scalable, responsible AI solutions.

The role involves developing robust MLOps practices, containerization, model monitoring, and cross-disciplinary collaboration to advance research directions and translate findings into real-world impact.

Qualifications

• Master’s degree or equivalent in AI, AI and Data Science, Biomedical Engineering, Computer Science and Engineering or similar.
• Minimum 18 months of relevant work experience in research departments in industry, applied research institutions, or universities.
• Experience with ML frameworks and Python, plus API design and deployment of ML systems.

Responsabilités

• Follow MLOps practices for robust ML apps, including containerization and production monitoring.
• Operationalize federated learning with IAM, client orchestration, training coordination, monitoring, and lifecycle management across partners.
• Establish data access rules, classification by sensitivity, retention schedules, and audit trails.
• Manage a data governance tool for monitoring active datasets and AI models under development and testing.
• Supervise data governance strategies with federated data catalogues, including dataset cards, model cards, ML experiment tracking, and data lineage.
• Implement automated quality checks, validation rules, and ongoing monitoring to keep data accurate and qualified.
• Work with multidisciplinary teams to maintain codebases and promote data governance in pipelines.
• Contribute to strategic discussions on privacy-preserving and trustworthy AI and stay updated on MLOps frameworks.

Connaissances

Python

ML frameworks

API design

Git & Docker

Data versioning

Experiment tracking

Privacy ML

Formation

Master’s degree or equivalent in AI/AI and Data Science/CS

Description du poste

Associação Fraunhofer Portugal Research invites exceptional researchers to join the AICOS project team in Portugal. You will work at the forefront of AI innovation, focusing on privacy-preserving ML, federated learning, and data governance to enable scalable, responsible AI solutions.

The role involves developing robust MLOps practices, containerization, model monitoring, and cross-disciplinary collaboration to advance research directions and translate findings into real-world impact.