Internship – Product Engineering (Data Science: Machine Learning Analyst)
NXP Semiconductors
Internship – Product Engineering (Data Science: Machine Learning Analyst)
This internship position at NXP Semiconductors in Nijmegen, Netherlands focuses on developing anomaly detection for machine learning models in the Product Engineering team. The role involves analyzing large-scale datasets, designing anomaly scoring mechanisms, and collaborating with cross-functional teams. Candidates should be Master's students in Computer Science, Machine Learning, or related fields with strong Python skills.
Internship – Product Engineering (Data Science: Machine Learning Analyst)
This internship position at NXP Semiconductors in Nijmegen, Netherlands focuses on developing anomaly detection for machine learning models in the Product Engineering team. The role involves analyzing large-scale datasets, designing anomaly scoring mechanisms, and collaborating with cross-functional teams. Candidates should be Master's students in Computer Science, Machine Learning, or related fields with strong Python skills.
Salary
Core Qualifications
Technical (Must-have)
Soft Skills
Preferred Qualifications
Technical (Nice-to-have)
Key Responsibilities
- Develop and evaluate an anomaly detection approach for machine learning models.
- Analyze large-scale datasets to identify out-of-distribution behavior and data shifts.
- Design and calibrate an anomaly scoring mechanism and decision thresholds.
- Validate the solution using historical data and simulated anomaly scenarios.
- Collaborate with cross-functional teams to define anomaly types and interpret model behavior.
- Document methodology, validation results, and recommended thresholds.