6 дней назад
AI Engineer – Foundational Models with Multi-Modality (Analog IC Design)
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Описание вакансии
Текст:
TL;DR
AI Engineer – Foundational Models with Multi-Modality (Analog IC Design) (AI/Analog IC Design): Developing generative AI tools and a context-aware internal chatbot for analog IC design with an accent on multimodal foundational models, domain-specific knowledge, and semantic understanding. Focus on building knowledge bases, integrating vector search and MLOps pipelines, and improving AI capabilities across global semiconductor design organizations.
Location: Eindhoven, Netherlands
Company
develops semiconductor technologies and design solutions for global design organizations.
What you will do
- Establish efficient design methodologies and tools with the NXP IP team.
- Integrate generative AI technologies into analog IC design workflows.
- Enhance an internal chatbot built with Streamlit and AWS Bedrock to understand analog IC terminology, abbreviations, and synonyms.
- Build and maintain a domain-specific knowledge base for semantic understanding of analog IC concepts.
- Integrate AI tools into existing design environments with cross-functional teams.
- Collaborate with design organizations and technical experts worldwide.
Requirements
- MS/MSc degree in electrical engineering and at least 5 years of experience with software expertise.
- Hands-on experience with graph neural networks 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, AWS Lambda, databases, MLOps, vector databases, and semantic search.
- Strong written and verbal English communication skills are required.
Nice to have
- Analog IC design knowledge or an affinity with analog design.
- Docker, containerization, Git, CI/CD, Jira, Robot Framework, or OSS and copyright management knowledge.
- Object-oriented programming in C/C++ or Python, Cadence SKILL, and Streamlit.
Culture & Benefits
- Work within a multicultural, global environment.
- Collaborate with worldwide partners, users, and NXP design organizations.
- Operate in a technically specialized environment focused on continuous improvement and innovation.
- Full-time employment in Eindhoven.
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