Solution Architect – AI/ML

vor 9 Stunden

Köln, Nordrhein-Westfalen, Deutschland Zealogics Vollzeit 100.000 € - 150.000 € pro Jahr
Job Title: Solution Architect – AI/ML, Semiconductor PLM, and Full Stack Technologies
Location: [Cologne, Germany]
Employment Type: 12+ / Contract
Experience: 10+ years (with 3+ years in Solution Architecture)Position Overview:
We are seeking a highly skilled Solution Architect with expertise in AI/ML tools, Semiconductor Product Lifecycle Management (PLM), and modern enterprise technologies. The ideal candidate will design and implement scalable, data-driven, and intelligent solutions that integrate AI capabilities into PLM, enterprise systems, and web applications.Key Responsibilities:
  • Design end-to-end solutions leveraging AI/ML, Data Science, NLP, or Generative AI to optimize business processes and product lifecycle workflows.
  • Collaborate with cross-functional teams (AI Engineers, Data Scientists, PLM Engineers, and Developers) to translate business needs into scalable architectures.
  • Architect and develop robust backend services using J2EE/Spring Boot, integrated with Elasticsearch for intelligent search and analytics.
  • Work closely with semiconductor PLM systems (e.g., Teamcenter, Agile PLM, ENOVIA, or equivalent) to integrate AI-driven insights into product lifecycle stages.
  • Design and guide development of modern front-end applications using Angular or React for seamless user experiences.
  • Ensure AI models are productionized effectively, including model deployment, monitoring, and integration into enterprise environments.
  • Define architecture standards, best practices, and governance frameworks for AI, data, and application layers.
  • Partner with stakeholders to identify opportunities for applying Generative AI and Data Science techniques in engineering and product management.
Required Skills & Experience:
  • Core Architecture: Enterprise/Solution architecture experience across AI/ML and application systems.
  • AI/ML & Data Science: Hands-on knowledge of Python, TensorFlow/PyTorch, NLP frameworks, GenAI APIs (e.g., OpenAI, Azure OpenAI).
  • Semiconductor PLM Systems: Exposure to PLM tools like Teamcenter, Agile PLM, ENOVIA, or similar.
  • Backend Development: Strong in Java, J2EE, Spring Boot, REST APIs, Microservices.
  • Search & Indexing: Experience in Elasticsearch or Solr for enterprise search and analytics solutions.
  • Frontend: Proficient in Angular or React, with good understanding of UX/UI principles.
  • Cloud & DevOps: Familiar with AWS / Azure / GCP, CI/CD pipelines, and containerization (Docker/Kubernetes).
  • Data Integration: Experience in ETL, Data Pipelines, or Data Lake Architectures is a plus.
  • Soft Skills: Strong problem-solving, communication, and cross-functional collaboration abilities.
Preferred Qualifications:
  • Master's or bachelor's in computer science, Data Science, or Electronics Engineering.
  • Experience in Semiconductor Domain, particularly integrating AI with PLM systems.
  • Prior experience working with Generative AI solutions (ChatGPT, Copilot, or similar).
  • Knowledge of enterprise integration frameworks and security best practices.
Keywords (for job boards):
AI Architect, Solution Architect, Semiconductor PLM, Data Science, NLP, Generative AI, J2EE, Spring Boot, Angular, Elasticsearch, Teamcenter, Agile PLM, Cloud AI, Machine Learning Architect.Would you like me to create two separate versions —
One for AI/PLM enterprise focus, and
Another for AI + Full Stack (Angular/J2EE/Elastic) focus —

If interested, please share your updated resume

Thanks,

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