Stage ingénieur : Intelligence Artificielle appliquée à la Compatibilité Électromagnétique (CEM) dans le cadre du projet CEMASURF (H/F)
Originally posted 16 September 2026 by the employer — open 2 days.
About the role
This internship involves developing new Artificial Intelligence and Machine Learning-based data analysis approaches for Electromagnetic Compatibility (EMC).
What you'll do
- Collect, structure, and analyze data from automated EMC tests.
- Develop data processing and visualization tools.
- Evaluate Machine Learning approaches for classification or anomaly detection in EMC measurements.
- Study the correlation between simulations and CEM measurements.
- Develop indicators to automatically identify non-compliance risks or dysfunctions.
- Participate in the automation of test reports and the valorization of results.
What you'll need
- Master 2 or final year engineering student in Electronics, Artificial Intelligence, or Embedded Systems.
- Python (NumPy, Pandas, Scikit-learn, Matplotlib).
- Data analysis and statistics.
- Machine Learning fundamentals.
- Electronics or embedded systems knowledge.
Nice to have
- Knowledge in electromagnetic compatibility (CEM).
Skills: AI, Machine Learning, EMC, Python, data analysis
This role has been open 2 days — well below the 65-day median for AI/ML Hardware Engineering roles.
AI/ML Hardware Engineering · AI ML Hardware
|
Open roles in category
512
|
Median days open
65 d
|
Median salary
$226k
|
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 (512 roles · 77 employers) |
|---|---|---|
| Open roles in this specialty | 13 | 512 |
| Open roles in the wider Software, Firmware & Systems family | 125 | 5844 · 143 employers |
| Median days open | 57 d | 65 d (−8 d vs this employer) |
| Median salary (USD postings) | — | $226k |
Skills observed across this category: AI, Machine Learning, EMC, Python, data analysis
Who's hiring in this category
- Qualcomm · 105 open roles · median 99 d
- NVIDIA · 85 open roles · median 64 d
- AMD · 42 open roles · median 65 d
- Micron Technology · 32 open roles · median 36 d
- Mobileye · 25 open roles · median 50 d
- Analog Devices · 14 open roles · median 21 d
How we counted: 512 open AI/ML Hardware Engineering (AI ML Hardware) roles from 77 employers tracked in the SemiconductorJobs index, counted 18 Sept 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.