AI Engineer – Foundational Models with Multi-Modality for Analog IC Design

8 Minutes ago • 5 Years +
Research Development

Job Description

NXP Semiconductors is seeking an experienced AI Engineer for Analog Integrated Circuit (IC) Design Automation in Eindhoven, Netherlands. The role involves defining, developing, validating, and deploying internal software solutions leveraging AWS Bedrock, and designing conversational AI to improve understanding of analog IC design language. Responsibilities also include maintenance of internal utilities linked to Cadence Virtuoso and creating technical documentation. The ideal candidate will have an MS/MSc degree, 5+ years of experience, and expertise in GNNs, multi-modal foundational models, Python, Pytorch/Tensorflow/Huggingface, CUDA, Linux, Bash, CMake, AWS Bedrock, Lambda, and database knowledge.
Good To Have:
  • Open-source frameworks such as Docker, concepts such as containerization.
  • Configuration management tools (e.g. Git).
  • Experience with CI/CD frameworks.
  • Ticketing system/Bug-tracking tools (e.g. Jira).
  • Testing platform knowledge e.g. Robot Framework.
  • OSS basic knowledge (which OSS can be reused or not, copyright management).
  • Object-Oriented Programming (C/C++, Python, …).
  • Cadence SKILL.
  • Streamlit.
  • Experience with MLOps practices and deployment pipelines.
  • Familiarity with vector databases and semantic search technologies.
  • Strong documentation and technical writing skills in English.
  • Analog IC design knowledge or affinity with analog design.
Must Have:
  • Define, develop, validate and deploy multiple internal software solutions leveraging AWS Bedrock solution.
  • Design and implement for internal conversational AI solution to improve its understanding of analog IC design language and documentation.
  • Maintenance (enhancement, defect and support) of internal utilities linked to Cadence Virtuoso framework (mainly coded in SKILL, Python, Bash).
  • Create technical documentation and trainings associated to tools development.
  • MS/MSc degree in electrical engineering with software expertise with a minimum 5 years’ experience.
  • Relevant hands-on experience with GNNs, and open-source multi-modal foundational models.
  • Expertise in Python software, object-oriented programming, Pytorch/Tensorflow/Huggingface, and/or CUDA.
  • Proficiency in Linux environment and Compilation (Bash / CMake).
  • Experience with Amazon Web Services (AWS) Bedrock, Lambda.
  • Database knowledge.
  • Experience of building and maintaining a domain-specific knowledge base to support semantic understanding of analog IC concepts.
Perks:
  • Competitive salary
  • Bonus plan
  • Possibility to purchase extra holidays
  • Excellent pension plan
  • Work from home policy
  • Possibility to buy company shares with a 15% discount
  • Relocation package and support (when applicable)
  • Learning through on-the-job experiences
  • Learning from industry bests
  • Learning through education to develop core and professional skills
  • Social activities (Christmas parties, International Walking Day)
  • YOUNG community for social and professional events
  • Active Women in Technology network
  • Volunteering activities (e.g., Girls Day)

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

team-management
communication
github
cpp
game-texts
cuda
linux
aws
amazon-web-services
pytorch
ci-cd
docker
git
python
jira
bash
tensorflow
c-make

NXP The Netherlands is looking for an experienced AI Engineer for Analog Integrated Circuit (IC) Design Automation.

Do you want to work in an exciting company that is at the heart of innovation? Join us and learn something new every day!

NXP Semiconductors enables secure connections and infrastructure for a smarter world, advancing solutions that make lives easier, better and safer. As the world leader in secure connectivity solutions for embedded applications, we are driving innovation in the secure connected vehicle, end-to-end security & privacy and smart connected solutions markets. Built on more than 60 years of combined experience and expertise, the company has 34,000 employees in more than 30+ countries. Additional information can be found by visiting www.nxp.com

.

Your Responsibilities

  • Define, develop, validate and deploy multiple internal software solutions leveraging AWS Bedrock solution
  • Design and implement for our internal conversational AI solution to improve its understanding of analog IC design language and documentation.
  • Maintenance (enhancement, defect and support) of a collection of internal utilities linked to Cadence Virtuoso framework (mainly coded in SKILL, Python, Bash)
  • Create technical documentation and trainings associated to tools development.

Your profile

  • At minimum MS/MSc degree in electrical engineering with software expertise with a minimum 5 years’ experience
  • Relevant hands-on experience with GNNs, and open-source multi-modal foundational models
  • Mandatory programming languages (per priority)
  • Python software expert - Python object-oriented programming. Experience with Pytorch/Tensorflow/Huggingface, and/or CUDA. Linux environment and Compilation (Bash / CMake) Amazon Web Services (AWS) Bedrock, Lambda Database knowledge
  • Experience of building and maintaining a domain-specific knowledge base to support semantic understanding of analog IC concepts. Preferably analog IC design knowledge or affinity with analog design.

Technical Knowledge(s) of following items is a plus:

  • Open-source frameworks such as Docker, concepts such as containerization
  • Configuration management tools (e.g. Git)
  • Experience with CI/CD frameworks
  • Ticketing system/Bug-tracking tools (e.g. Jira)
  • Testing platform knowledge e.g. Robot Framework
  • OSS basic knowledge (which OSS can be reused or not, copyright management)
  • Object-Oriented Programming (C/C++, Python, …)
  • Cadence SKILL
  • Streamlit
  • Experience with MLOps practices and deployment pipelines.
  • Familiarity with vector databases and semantic search technologies.
  • Strong documentation and technical writing skills in English.

Furthermore you are:

  • Strict towards performance and quality requirements.
  • Good analysis and problem-solving skills with effective interpersonal, teamwork, and communication skills.
  • Able to multi-task and collaborate working efficiently in a team having worldwide connections with partners and users.
  • Proactive with a focus on continuous improvement and innovation.
  • Self-driven and passionate about learning and the IC industry.

Our Offer

The opportunity for you to be part of the NXP Design Enablement (DE) global team where you will have opportunities:

  • to put in place with NXP IP team an efficient and best in class methodology and tools for all NXP design centers worldwide.
  • you will play a key role in shaping the future of analog IC design by integrating Generative AI technologies.
  • you will collaborate with international teams to enhance our internal chatbot platform (built with Streamlit and AWS Bedrock), making it more context-aware and capable of understanding analog IC terminology, abbreviations, and synonyms.
  • the chance to work in a multi-cultural worldwide environment with all NXP design organizations.
  • to be part of a global worldwide team with experts recognized as technical leaders on this unique and competitive domain.

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.

Ready to create a smarter world? Visit our career website

and follow us on social: LinkedIn

, Facebook

, and X

.

To learn more about NXP in the Netherlands, click here

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What can you expect?

Contract: This is a full-time position with a permanent contract. However, we are open to discuss a part-time opportunity (between 32 and 38 hours) as well.

Benefits: Besides a competitive salary, we offer great benefits as part of our CLA. A bonus plan, possibility to purchase extra holidays, an excellent pension plan, a work from home policy, and the possibility to buy company shares with a 15% discount are some examples. When applicable we also provide a relocation package and support for your move to the Netherlands.

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 three additional sites (Nijmegen, Delft, and Son & Breugel) 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 Technology network. 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 next?

If you are excited about this opportunity, we kindly invite you to apply!

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