Internship – Product Engineering (Data Science: Machine Learning Analyst)

What You'll Do

• Develop and evaluate an anomaly detection approach for machine learning models to determine whether incoming data and model predictions are reliable before further processing.
• 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 decision thresholds, balancing detection sensitivity with practical review capacity in a production environment.
• Validate the solution using historical data, including simulation or injection of anomalous scenarios where required .
• Collaborate with cross-functional teams (e.g., engineering and data science) to define relevant anomaly types, interpret model behavior , and translate insights into practical decision-making workflows.
• Document the methodology , validation results, and recommended thresholds in a clear and structured way suitable for internship and thesis deliverables.
• What’s in it for you A great opportunity to develop your skills (technical, soft skills, communication, etc.) Gaining experience in a multinational and diverse environment Possibility to become part of NXP’s Young Professional Talent Pool Working on real assignments which contribute to NXP’s objectives Your P rofile Master’s student with major in Computer Science, Machine Learning, Data Science, Statistics, or a closely related quantitative field.
• Minor or additional course work in Applied Mathematics is a plus.
• Strong programming skills in Python and experience working with data analysis or machine learning workflows.
• Solid foundation in statistics, anomaly detection, out-of-distribution detection, or distribution-shift analysis.
• Comfortable translating analytical results into practical engineering decisions and collaborating with cross-functional technical stakeholders.
• Interest in semiconductor test data, production analytics, and deploying trustworthy ML solutions in an industrial setting.
• Available for an internship that can be combined with a thesis project.
• Duration This is a full-time / part time internship ( 20/ 40 hours per week) with a duration of 6 months or longer.
• The assignment may be suitable as a thesis/graduation project.
• Please note that in order to be considered for an internship/working student assignment, you need to be registered as a student during the entire period.
• Creating Secure Connections and Infrastructure for a Smarter World NXP Semiconductors N.V. (NASDAQ: NXPI) makes products and environments safer, more sustainable, and more secure with innovative connectivity and edge processing solutions for a smarter world.
• We are in the business of better .
• Not just better technologies, but better innovations to improve society.
• As the world leader in secure connectivity and processing solutions for embedded applications, NXP is solving the world’s most complex technology challenges to accelerate business innovation, enhance how we work, and advance how we live.
• If you are as excited about this opportunity as we are, we kindly invite you to apply.
• After a screening based on your profile you can be expected to have a video interview with our Talent Acquisition Consultant followed by business.
• What C an Y ou E xpect? Development opportunities: We believe that a key component to growing our business is to develop our people.
• To enable you to grow your career at NXP, we provide you with a mix of learning through on-the-job experiences, learning from industries bests , and learning through education to help you develop your core and professional skills.
• Our offices: The Netherlands is home to our global headquarters (Eindhoven) along with two additional sites (Nijmegen, Delft) and includes a diverse team of over 2000 employees with 51 different nationalities focused on R&D, manufacturing, product development, business operations, legal and sales.
• Hiring process: Applying only takes a minute! Fill in the online application and share your CV with us.
• After a positive screening based on your CV you will have an initial video conversation with our Talent Acquisition Consultant followed by several business interviews.
• Here are some useful tips to help you prepare .
• And more: Life at NXP is more than work alone.
• Join one of the many social activities that are organized by and for employees in the Netherlands, such as our Christmas parties and International Walking Day.
• We have a YOUNG community that organizes a mix of social and professional events for our young professionals and an active Women in NXP.
• We also take time to give back to our communities by engaging young girls to learn about Technology during Girls Day or participating in several volunteering activities.
• What’s N ext? If you’re excited about this opportunity, we kindly invite you to apply! If you have any questions, we are happy to answer them.
• More information about NXP in the Netherlands... #LI-9c8e