Stage ingénieur : Caractérisation de puces NFC assistée par l’IA (H/F) - Caen, France
Originally posted 16 September 2026 by the employer.
About the role
This internship focuses on developing data analysis tools for the characterization of integrated circuits, specifically for Near Field Communication (NFC) and Ultra-Wideband (UWB) technologies.
What you'll do
- Develop a data analysis tool for automated integrated circuit characterization.
- Implement a data preparation process using Python with Polars.
- Integrate semantic embedding and Retrieval-Augmented Generation (RAG) for an LLM to manage specifications.
- Conduct statistical analysis of test data and validate device performance against customer specifications.
- Communicate frequently in English with international Product Engineers to gather requirements and implement solutions.
What you'll need
- Master's degree (Bac +5), final year of an Engineering School program in Electronics, Statistics/Mathematics, or Computer Science.
- Knowledge of data science and implementation of statistical algorithms.
- Hands-on experience with Python 3 for data processing and analysis.
- Strong command of technical English.
Nice to have
- Knowledge of microelectronics.
- Knowledge of statistical analysis of multimodal distributions.
Skills: IC characterization, test data analysis, statistical analysis, NFC, UWB, Python
This role has been open 40 days — well below the 84-day median for Product Engineering roles.
Product Engineering · Manufacturing Equipment
|
Open roles in category
157
|
Median days open
84 d
|
Median salary
$175k
|
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 (157 roles · 48 employers) |
|---|---|---|
| Open roles in this specialty | 3 | 157 |
| Open roles in the wider Silicon Validation & Test family | 53 | 2233 · 112 employers |
| Median days open | 40 d | 84 d (−44 d vs this employer) |
| Median salary (USD postings) | — | $175k |
Skills observed across this category: IC characterization, test data analysis, statistical analysis, NFC, UWB, Python
Who's hiring in this category
- Micron Technology · 11 open roles · median 185 d
- Texas Instruments · 11 open roles · median 66 d
- AMD · 10 open roles · median 111 d
- onsemi · 10 open roles · median 89 d
- Analog Devices · 8 open roles · median 68 d
- Entegris · 8 open roles · median 100 d
How we counted: 157 open Product Engineering (Manufacturing Equipment) roles from 48 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 Silicon Validation & Test family row. Figures refresh nightly.