Stage ingénieur : IA Adaptative de confiance : Apprentissage Fédéré et Continu sous Enveloppe de Sécurité (F/M)
Originally posted 16 September 2026 by the employer.
This internship focuses on designing and demonstrating a framework for safety-bounded federated and continual learning.
About the role
This internship involves designing and demonstrating a framework that enables an AI system to evolve during operation while ensuring compliance with safety, robustness, and performance requirements.
What you'll do
- Define a safety envelope for adaptive AI models.
- Implement a multi-agent federated learning platform.
- Integrate continual (incremental) learning mechanisms.
- Develop a safety controller to qualify or reject model updates.
- Evaluate model drift, robustness, and rollback/recovery strategies.
What you'll need
- Last year of Engineering school (M2) in electronics, embedded systems, digital design, and/or Machine Learning.
- Python, PyTorch, or TensorFlow.
- Strong background in Machine Learning / Deep Learning.
- C/C++ programming.
- MATLAB programming.
- Interest in Trustworthy AI, Federated Learning, or Continual Learning.
Skills: embedded AI, continual learning, federated learning, safety envelope, Python
This role has been open 40 days — well below the 89-day median for AI/ML Hardware Engineering roles.
AI/ML Hardware Engineering · AI ML Hardware
|
Open roles in category
507
|
Median days open
89 d
|
Median salary
$236k
|
See the full market breakdown ▾Category comparison, skills in demand, and who else is hiring
| Metric | NXP Semiconductors | All employers we track in this specialty (507 roles · 76 employers) |
|---|---|---|
| Open roles in this specialty | 12 | 507 |
| Open roles in the wider Software, Firmware & Systems family | 120 | 6268 · 146 employers |
| Median days open | 77 d | 89 d (−12 d vs this employer) |
| Median salary (USD postings) | — | $236k |
Skills observed across this category: embedded AI, continual learning, federated learning, safety envelope, Python
Who's hiring in this category
- Qualcomm · 104 open roles · median 118 d
- NVIDIA · 88 open roles · median 60 d
- AMD · 32 open roles · median 110 d
- Micron Technology · 27 open roles · median 62 d
- Mobileye · 20 open roles · median 88 d
- Analog Devices · 18 open roles · median 45 d
How we counted: 507 open AI/ML Hardware Engineering (AI ML Hardware) roles from 76 employers tracked in the SemiconductorJobs index, counted 27 Oct 2026. Specialty figures count only roles carrying this exact specialty label, so an employer's related work in neighbouring specialties is not included there — it is counted in the wider Software, Firmware & Systems family row. Figures refresh nightly.