Expert en sciences de données, spécialisation IA
Core
Design, develop, and operationalize machine learning models and predictive solutions for clients in technical and project management sectors.
Role type
Senior IC data scientist (AI/ML)
Builds
Production ML models, predictive scoring solutions, and automated data pipelines
Domain
Technology services, transportation, civil engineering
Deliverable
production ML models
Required skills
Machine learning model design, predictive modeling, data engineering, SQL aggregation and windowing, Python (Pandas, PySpark), Microsoft Fabric, data security, bias evaluation, responsible AI principles
Preferred skills
Data warehouse architectures (medallion), deployment of production AI/ML projects
Technologies
Microsoft Fabric, Python, Pandas, PySpark
Responsibilities
Analyze business contexts, design and train predictive models, collect and clean data, develop AI algorithms, monitor model performance, automate data pipelines, operationalize scoring models, communicate experiment results, ensure data security and responsible AI compliance
Seniority
Senior, hands-on IC