2025 Integration Survey
With a response rate of over 90% and personalized follow-up, the survey ensures reliable and representative results. It assesses graduates’ employment status twelve months after graduation.
All programs combined
Results by program
The results demonstrate a clear alignment between the specialized and hybrid AI skills developed through the program and the practical demands of the job market. Graduates are recognized for their technical expertise as well as their strategic understanding of data and AI challenges.
Graduates enter the workforce quickly and, for the most part, secure stable positions, driven by highly technical skills in data architecture, cloud computing, data pipelines, MLOps, and the deployment of industrial AI. They join technology companies and international organizations where data engineering serves as a key driver of transformation.
Employment prospects are generally stable, with a high proportion of permanent contracts. Graduates apply skills at the intersection of advanced analytics, data governance, and digital transformation in the consulting, technology, finance, and public sectors.
All programs — career opportunities
Primary focus areas — ML, generative AI, advanced modeling, MLOps.
Data architectures, pipelines, cloud, and process standardization.
Analysis, data visualization, decision support.
Project management, operational functions enhanced by data.
Consulting, digital transformation, strategic support.
Business Sectors
| Sector | Share |
|---|---|
| Consulting & Business Services | 22 % |
| Technology, IT & Data | 22 % |
| Banking, Insurance & Finance | 13 % |
| Public Sector & International Organizations | 13 % |
| Industry & Energy | 9 % |
| Health & Personal Services | 9 % |
| Retail & Distribution | 6 % |
| Education & Training | 6 % |
Organizational size
Job Locations
The strong presence in the Paris region (73% in Paris and Île-de-France) reflects the location of aivancity’s two campuses. The international presence confirms the appeal of its profiles in international markets.
In summary
Most graduates go on to hold positions with a strong analytical and technological focus, directly aligned with the skills developed in the programs. The concentration of career opportunities in AI, data science, and data engineering confirms the alignment between the educational promise and market realities.
The diversity of sectors and the wide range of company sizes demonstrate the transferability of skills—skills that are relevant in technological, financial, industrial, or institutional settings.
Methodology — Survey of the Class of 2024 graduates, conducted twelve months after graduation. Response rate exceeding 90%, with individualized follow-up. The indicators are calculated in accordance with the school’s quality assurance standards.