Education
02 Jun 2025
Testimony of Jonathan Andrieu
ITTA Specialised Masters® student
Identity card
- Last name: Andrieu
- First name : Jonathan
- Age: 26
- City and country of origin: Toulouse, France
- Year of your Specialised Masters®: 2024-2025
- Name of Specialised Masters® completed: Artificial Intelligence & Business Transformation (AIBT)
His career before ISAE-SUPAERO
What was your academic background before joining ISAE-SUPAERO?
I graduated from INSA Toulouse with an engineering degree in computer science and networks, specialising in distributed systems and big data. I also spent a semester as an Erasmus exchange student in Jyväskylä, Finland, a very enriching human and intercultural experience.
Did you already have professional experience before the Mastère Spécialisé®?
Yes, I worked for three years as a Data Engineer for Airbus Commercial Aircraft, in a critical production environment. This experience enabled me to develop solid expertise in the architecture of data pipelines in the cloud and to take on the role of technical reference.
Why did you choose ISAE-SUPAERO for your Specialised Masters®?
I wanted to acquire a more theoretical and scientific understanding of artificial intelligence in order to make the transition to a Data Scientist position. The ISAE-SUPAERO ITMA programme, at the interface between advanced engineering and concrete industrial cases, seemed to me the ideal way to develop my profile towards applied research issues in data science and AI. ISAE-SUPAERO’s academic reputation and its roots in the aerospace sector were also decisive factors.
How did you hear about our Specialised Masters® programme?
On the recommendation of a former student.
His career at ISAE-SUPAERO
What specific skills or knowledge have you come to acquire in this MS?
I came to deepen my understanding of the mathematical foundations of AI, to learn how to design complex models (based in particular on deep learning), and to develop my ability to apply these techniques to industrial cases such as surrogate models, simulation or data analysis.
What subjects, projects, challenges or experiences have particularly impressed you during your training?
The courses on generative models and deep neural networks were particularly memorable. In particular, the workshop where we coded our own version of a GPT-type model gave me a better understanding of how large language models work, from theory to practice. I also learnt a lot during the collaborative projects with industry, where we had to respond to concrete problems by mobilising cross-disciplinary skills, from modelling to the deployment of solutions.
In your opinion, what are the main advantages of the MS that you have followed?
This Specialised Masters® offers a perfect balance between academic excellence and industrial application. The courses are taught in English by experts in the field, the projects are ambitious, and the school’s network is a real springboard. The multicultural environment and personalised support are also strong points.
Describe an outstanding experience or project that you carried out during your MS.
My apprenticeship at Airbus Defence and Space was a very formative project. I worked on surrogate models to simulate thermal phenomena in space, combining artificial intelligence and physical modelling. It was there that I discovered the value of PINNs (Physics-Informed Neural Networks), which made me want to explore in greater depth the links between physical modelling and artificial intelligence.
How would you describe student life at ISAE-SUPAERO?
The environment is very stimulating, human and caring. Students come from all over the world, creating an open and dynamic atmosphere. The school also places great emphasis on individual support, whether for career planning or academic success.
His career plan
What are your career plans?
In the short term, I’d like to gain professional experience with a high scientific value, either through a CIFRE PhD to deepen my knowledge in artificial intelligence or through a VIE in a technologically stimulating environment. In the medium term, I’d like to move into a position in research and development (R&D), in a context where disruptive innovation is at the heart of projects, ideally in the aeronautics or space industry.
How will your Specialised Masters® prepare you to achieve these goals?
The AIBT Specialised Masters® gave me a solid grounding in artificial intelligence, combining academic rigour with concrete industrial use cases. It gave me a deeper understanding of advanced techniques such as neural networks, optimisation methods and digital twins, while developing an applied scientific approach. This training has prepared me for the complex challenges I will face in the future.
Have you completed a work placement or assignment as part of your MS?
Yes, I did my apprenticeship as a Data Scientist at Airbus Defence and Space, in the Data Analytics department. My assignment concerned the development of surrogate models for the thermal simulation of satellites, exploring in particular approaches based on neural networks and physics informed neural networks (PINNs). This project enabled me to put into practice what I had learnt in the Specialised Masters® in a concrete industrial context with high technical stakes.
His advice
What would you say to a future student who is hesitating about joining an ISAE-SUPAERO Specialised Masters®?
For me, joining the Mastère Spécialisé® at ISAE-SUPAERO was an important decision for the rest of my career. I found a stimulating, demanding but caring environment, which enabled me to gain expertise and clarity about my career aspirations. The programme offered me a unique opportunity to explore artificial intelligence with scientific rigour, while maintaining a strong link with industrial issues. It’s a rare opportunity to learn from top experts, researchers and industrialists. If you’re curious and motivated, go for it!
Any advice for a successful Specialised Masters® at ISAE-SUPAERO?
Be curious and don’t be afraid to ask questions, even (and especially) when you haven’t yet mastered the subject. The Mastère Spécialisé® is intense, but it’s also a unique opportunity to rub shoulders with experts and build a solid foundation. Take the time to choose your work-study placement or your end-of-study project carefully, because that’s where you’ll put what you’ve learned into practice and confirm your professional orientation.
” The ISAE-SUPAERO ITTA MS gave me the impetus to turn my curiosity into expertise “.
If you had to sum up your experience in one word, three adjectives or one sentence?
In three words, I would say that this experience is stimulating, demanding and rewarding.
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