9 hours ago
Marseille, FranceSenior
Responsibilities
- Design rigorous experimental protocols for Machine Learning research and evaluation.
- Develop forecasting, anomaly-detection, and predictive-maintenance components for IoT time-series data.
- Model the influence of external events and construct and compare forecasting scenarios.
- Apply temporal validation, baselines, retrospective evaluations, ablation studies, and generalization analysis.
- Develop robust, tested, documented, reproducible, and traceable Python code suitable for integration.
- Explore supervised, unsupervised, Deep Learning, survival-analysis, and agentic or multi-agent approaches.
- Present results and recommendations to technical and business teams and facilitate knowledge transfer.
Requirements
- Bac+5 degree in computer science, applied mathematics, Data Science, or a related field.
- At least 7 years of relevant experience is ideally expected, including significant applied Machine Learning research experience.
- Strong proficiency in Python and at least one major Machine Learning or Deep Learning framework.
- Experience with time-series modeling and evaluation, anomaly detection, predictive maintenance, experimental design, and temporal validation.
- Ability to produce robust, tested, and documented code.
- Experience with agentic or multi-agent systems applied to Machine Learning is particularly valued.
- Knowledge of Dataiku, MLOps, or Cloud, or experience with scientific publication or technology transfer, is a plus.
- Ability to explain and present complex scientific topics to both technical and business audiences.
- A doctorate is considered a significant advantage.
Benefits
- Applied R&D work involving advanced Machine Learning, Deep Learning, time series, IoT, and agentic or multi-agent AI.
- Direct transfer of research work to internal teams and a balance of research, experimentation, and software development.
- Position based in Marseille with on-site presence two days per week.
- Personalized support and close collaboration within CITECH.
Tech Stack
Categories
About CITECH
CITECH is a French IT services and consulting firm delivering on-site consulting, application development, data/infrastructure, and cybersecurity services, plus TMA/TRA/BPO service-center outsourcing. It serves large enterprises in sectors including banking, insurance, automotive, healthcare, transport, and robotics, supplying project delivery and technical assistance teams. Founded in 2013 and headquartered in Paris, it operates across France (Paris, Lyon, Aix-en-Provence, Strasbourg, Dijon, Besançon) on services-based time-and-materials and fixed-price project models.