Internship - AI Enhanced Circuit Calibration

25 Minutes ago • All levels
Research Development

Job Description

Join NXP Eindhoven in the mmWave Competence Center for an AI-enhanced circuit calibration internship. This project aims to improve the accuracy and reliability of next-generation RF integrated circuits by developing advanced calibration methods for on-chip Peak Power Detectors using machine learning. You will be supported by mentors in circuit design and AI/ML, contributing to state-of-the-art mmWave transceivers for next-gen automotive Radar.
Must Have:
  • Analyze PPD circuit and identify additional measurable metrics.
  • Design and propose methods to extract or measure these metrics in silicon or simulation.
  • Develop and validate machine learning models to improve swing estimation accuracy.
  • Benchmark your approach against existing calibration methods.
  • Prepare thorough technical documentation and present your findings.
  • Master of Science - last year of engineer school, machine learning domain with analog IC design knowledge or affinity.
  • Strong interest and coursework in both analog/RF circuit design and AI/ML.
  • Familiarity with data analysis, machine learning libraries (e.g., scikit-learn, TensorFlow, PyTorch).
  • Experience with circuit simulation tools (e.g., Cadence) and programming languages (e.g., Python, MATLAB).
  • Good level of English is required.
  • Proactive, analytical, and eager to learn.
Perks:
  • A unique opportunity to work on a real-world, high-impact project at the frontier of AI and analog/RF IC design.
  • Develop both your technical and soft skills in a multinational, diverse environment.
  • Gain experience with state-of-the-art tools and methodologies in both circuit simulation and machine learning.
  • Possibility to become part of NXP’s Young Professional Talent Pool.
  • Working on real assignments which contribute to NXP’s objectives.

Add these skills to join the top 1% applicants for this job

data-analytics
game-texts
swing
scikit-learn
pytorch
neural-networks
python
matlab
tensorflow
machine-learning

The future starts here! Ready to join NXP?

Become part of a dynamic team, working at the intersection of analog/RF circuit design and artificial intelligence. Your project will directly impact the accuracy and reliability of next-generation RF integrated circuits by developing advanced calibration methods for on-chip Peak Power Detectors (PPD) using machine learning.

Your Team

You will join the mmWave Competence Center, a group dedicated to architecting, designing, developing state-of-the-art mmWave transceivers and enabling next-Gen automotive Radar​. You will be supported by mentors with experience in both circuit design and AI/ML.

Your Responsibilities

  • Analyze the PPD circuit and identify additional measurable metrics (beyond current parameters) that influence swing accuracy.
  • Design and propose methods to extract or measure these metrics in silicon or simulation.
  • Develop and validate machine learning models (e.g., neural networks) to improve swing estimation accuracy, using simulation and/or measurement data.
  • Benchmark your approach against existing calibration methods and document improvements.
  • Prepare thorough technical documentation and present your findings to both technical and non-technical audiences.

What’s in it for you

  • A unique opportunity to work on a real-world, high-impact project at the frontier of AI and analog/RF IC design.
  • Develop both your technical and soft skills in a multinational, diverse environment.
  • Gain experience with state-of-the-art tools and methodologies in both circuit simulation and machine learning.
  • Possibility to become part of NXP’s Young Professional Talent Pool.
  • Working on real assignments which contribute to NXP’s objectives.

Your Profile

  • Master of Science - last year of engineer school, machine learning domain with analog IC design knowledge or affinity with analog design.
  • Strong interest and coursework in both analog/RF circuit design and AI/ML (e.g., neural networks, data-driven modeling).
  • Familiarity with data analysis, machine learning libraries (e.g., scikit-learn, TensorFlow, PyTorch).
  • Experience with circuit simulation tools (e.g., Cadence) and programming languages (e.g., Python, MATLAB).
  • Good level of English is required (attendance to meetings / presentations with international team, reading and writing of documentation).
  • Proactive, analytical, and eager to learn.

Duration

This is a full-time internship (40 hours per week) with a duration of 6 months or longer. The assignment could also 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 interviews.

What Can You Expect?

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.

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.

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NXP Semiconductors N.V. (NASDAQ: NXPI) enables a smarter, safer, and more sustainable world through innovation. As the world leader in secure connectivity solutions for embedded applications, NXP is pushing boundaries in the automotive, industrial & IoT, mobile, and communication infrastructure markets. For more information, visit www.nxp.com

Career Development Opportunities

Bright Minds. Bright Futures.

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 offer online and offline learning opportunities to help you develop some of your core and professional skills.

Commitment At NXP.

We recognize NXP is a powerful change agent as we continue to deliver innovative solutions that advance a more sustainable future. We remain steadfast in our commitment to sustainability and making measurable year-on-year progress. Also, we aim to create an inclusive work environment and we will not tolerate racism, discrimination or harassment of any kind. We have programs in place focused on diversity, inclusion and equality.

Thank you for considering a career at NXP. To help you prepare for the different steps in our hiring process, see the following useful advice and tips.

Are you already an NXP employee? Do not apply here. Instead, you must apply via our internal career page.

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