AI Skills Assessment at Scale

Mission

Design of an AI skills assessment platform for Société Générale. Creation of a comprehensive ontology of skills, levels and frameworks by job. Development of automated assessments: questionnaires, coding tests and benchmarks specific to each job family. Implementation of machine learning models to automate scoring from a manual ground truth. Skills gap analysis and generation of individualized training recommendations. Deployment of a content curation system and personalized learning paths via chatbot and AI agents.

Contexte & Environnement

Large-scale AI skills transformation program. Ontology-based approach to map knowledge, skills and expectations by role, job and seniority. Multi-job coverage: data science, data analytics and other targeted functions. Hybrid setup combining manual reference assessment, automated scoring and personalized recommendations.

Objectifs Cles

Technologies & Infrastructure