Intern: ML Anomaly Detection for In-Vehicle Data

NXP Semiconductors NV; Nijmegen; Sur place; EUR 12 000 - 17 000; Plein temps

Avantages offerts par ce poste

Thesis opportunity

International environment

Young Professional Talent Pool

Résumé du poste

NXP Semiconductors N.V. in Nijmegen, The Netherlands, is offering a Product Engineering internship focused on anomaly detection for machine learning in the In-Vehicle Networking domain. You will collaborate with cross-functional teams to prepare ICs for mass production and contribute to thesis work.

The role is 20/40 hours per week, duration 6 months or longer, with room for ideas and development, and the possibility to join NXP’s Young Professional Talent Pool after graduation.

Qualifications

• Master's student in Computer Science, ML, Data Science, or a related field.
• Strong Python programming skills and data-analysis experience.
• Solid background in statistics and anomaly detection.
• Interest in semiconductor data and industrial deployment of trustworthy ML.

Responsabilités

• Develop and evaluate an anomaly detection approach for ML models to determine reliability of incoming data and predictions.
• Analyze large-scale datasets to identify out-of-distribution behavior, data shifts, and inconsistencies between inputs and model outputs.
• Design and calibrate an anomaly scoring mechanism and thresholds balancing detection sensitivity with review capacity.
• Validate the solution using historical data, including simulations or injected anomalous scenarios.
• Collaborate with cross-functional teams to define anomaly types, interpret model behavior, and translate insights into workflows.
• Document methodology, validation results, and recommended thresholds for internship/thesis deliverables.

Connaissances

Python

Data analysis workflows

Anomaly detection

Out-of-distribution detection

Statistical analysis

Cross-functional collaboration

Formation

Master's student in Computer Science / ML / Data Science

Outils

Python

Jupyter

TensorFlow/PyTorch

Description du poste

NXP Semiconductors N.V. in Nijmegen, The Netherlands, is offering a Product Engineering internship focused on anomaly detection for machine learning in the In-Vehicle Networking domain. You will collaborate with cross-functional teams to prepare ICs for mass production and contribute to thesis work.

The role is 20/40 hours per week, duration 6 months or longer, with room for ideas and development, and the possibility to join NXP’s Young Professional Talent Pool after graduation.