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6 дней назад

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

Формат работы
onsite
Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
Netherlands
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

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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

hirify.global 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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