PhD Track: DevSecMLOps

Topic description Contexte Les Machine Learning Operations (MLOps) sont devenues essentielles pour gérer le cycle de vie des modèles ML, en assurant livraison continue, automatisation et reproductibilité. Cependant, la sécurité n'a pas suivi la même évolution rapide. Les pratiques classiques de sécurité logicielle (analyses statiques, scans...

Machine Learning Operations (MLOps) has become essential to managing the lifecycle of machine learning (ML) models, enabling continuous delivery, automation, and reproducibility. However, the rapid adoption of MLOps has advanced more quickly than the integration of robust security practices. Traditional software security practices—such as static analysis,...

Topic description Context Machine Learning Operations (MLOps) has become essential to managing the lifecycle of machine learning (ML) models, enabling continuous delivery, automation, and reproducibility. However, the rapid adoption of MLOps has advanced more quickly than the integration of robust security practices. Traditional software security...

Organisation/Company CNRS Department Laboratoire d'analyse et d'architecture des systèmes Research Field Engineering Computer science Mathematics Researcher Profile First Stage Researcher (R1) Country France Application Deadline 9 Jan 2026 - 23:59 (UTC) Type of Contract Temporary Job Status Full-time Hours Per Week 35 Offer Starting Date 1 May 2026 Is the...

L’ENAC, École Nationale de l’Aviation Civile, est la plus importante des Grandes Écoles ou universités aéronautiques en Europe. Elle forme à un spectre large de métiers : des ingénieurs ou des professionnels de haut niveau capables de concevoir et faire évoluer les systèmes aéronautiques et plus largement ceux du transport aérien ainsi que des...

Chemical Propulsion Architect – GEO/LEO Missions About the Role Based in Toulouse, you will lead the architecture, design, and integration of chemical propulsion systems for telecommunications and exploration-class spacecraft. This role spans concept definition through hot‑fire validation and integration into complete satellite platforms. As a senior...

Established in 2017, Infinite Orbits is a NewSpace company, based in Toulouse, pushing the boundaries of in-orbit services with cutting-edge spacecraft driven by its own Rendez-Vous solution, an advanced Autonomous Vision-Based Navigation Solution. IO has two generations of missions"Orbit Guard" provides Inspection and Space Situational Awareness services in...

L'ENAC, École Nationale de l'Aviation Civile, est la plus importante des Grandes Écoles ou universités aéronautiques en Europe. Elle forme à un spectre large de métiers : des ingénieurs ou des professionnels de haut niveau capables de concevoir et faire évoluer les systèmes aéronautiques et plus largement ceux du transport aérien ainsi que des...

is hiring an AI Team Lead to lead a small, high-impact team, building AI for skin aesthetics—including (but not limited to) acne, melasma (hyperpigmentation), wrinkles, redness and hair. You'll take what we've already built and level it up: improving accuracy, robustness, and scalability, while shipping new features into production. You'll work...

is hiring an AI Team Lead to lead a small, high-impact team, building AI for skin aesthetics—including (but not limited to) acne, melasma (hyperpigmentation), wrinkles, redness and hair. You'll take what we've already built and level it up: improving accuracy, robustness, and scalability, while shipping new features into production.You'll work in a young,...