AI Engineer – Foundational Models with Multi-Modality (Analog IC Design)
NXP Semiconductors1 day ago
Eindhoven, NetherlandsSenior
Responsibilities
- Establish methodologies and tools supporting NXP design centers worldwide.
- Integrate generative AI technologies into analog IC design workflows.
- Enhance the internal Streamlit and AWS Bedrock chatbot to understand analog IC terminology, abbreviations, synonyms, and context.
- Build and maintain a domain-specific knowledge base for analog IC concepts and semantic understanding.
- Collaborate with cross-functional and international teams to integrate AI tools into existing design environments.
- Apply MLOps practices and deployment pipelines, while meeting performance and quality requirements.
Requirements
- Minimum MS/MSc degree in electrical engineering with software expertise.
- Minimum five years of experience.
- Hands-on experience with GNNs and open-source multimodal foundational models.
- Expertise in Python object-oriented programming.
- Experience with PyTorch, TensorFlow, Hugging Face, and/or CUDA.
- Experience with Linux, Bash, CMake, AWS Bedrock, and AWS Lambda.
- Knowledge of databases, vector databases, and semantic search technologies.
- Strong English communication, analysis, problem-solving, documentation, teamwork, and technical writing skills.
- Analog IC design knowledge or affinity is preferred.
- Experience with Docker, Git, Jira, Robot Framework, OSS and copyright management, C/C++, Cadence SKILL, Streamlit, and CI/CD frameworks is a plus.
Benefits
- Global, multicultural work environment with collaboration across NXP design organizations worldwide.
- Opportunity to work with technical leaders at the intersection of semiconductor design, software engineering, and AI innovation.
Categories
About NXP Semiconductors
NXP Semiconductors designs and supplies microcontrollers, application processors (i.MX), analog/RF, secure connectivity, and automotive chips for OEMs in automotive, industrial/IoT, mobile, and communications infrastructure markets. A public company (NASDAQ: NXPI) founded in 2006 and headquartered in Eindhoven, it sells silicon, software, and reference designs, and supports customers with BSPs and development tools. Notable lines include i.MX processors, S32 automotive platforms, NFC and secure elements, radar, and power management devices.