About this role
About the Role We are seeking a Predictive Maintenance Engineer Services H/F in CDI to develop and implement predictive maintenance for high-speed trains, collaborating with cross-functional teams to improve the reliability and availability of TGV trains. What You'll Do
- Develop and implement algorithms for detection and classification of anomalies in time-series data from train components, and define state indicators based on signals.
- Validate predictive maintenance logic using train data and field feedback from maintenance services.
- Perform comparative and experimental studies on new data recorded during pre-series and commercial service phases.
- Produce internal and client documentation; collaborate with experts to establish explainable links between signals and system behavior.
- Industrialize predictive maintenance solutions and stay up-to-date with the state of the art.
- Manage data volumes, explainability of results, and alert handling.
- Collaborate with teams specialized in tele-diagnosis, testability, electronics, data analysis, big data and systems. What We're Looking For
- Engineering degree in computer science, electrical or electronics.
- Significant experience (5+ years) in predictive maintenance.
- Excellent Python coding skills.
- Strong written and spoken French and English.
- Strong synthesis and technical writing abilities.
- Autonomy and initiative.
- Familiarity with time-series data and anomaly detection/classification algorithms. Nice to Have
- Experience with tele-diagnosis, testability, electronics, data analysis, big data and systems.
- Familiarity with railway sector and industrial environments.
- Knowledge of signal processing and explainable AI. Compensation & Benefits
- Career stability and long-term development with opportunities to work on cutting-edge predictive maintenance.
- Collaborative, inclusive environment and cross-functional teamwork.
- Training programs and clear path to leadership or expert roles.
- Competitive remuneration and comprehensive social benefits (life, health, pension).