Solution Architect – AIML

Cologne - Germany

Monthly Salary: Not Disclosed

Posted on: 28 days ago

Vacancies: 1 Vacancy

Job Summary

Job Title:Solution Architect AI/ML Semiconductor PLM and Full Stack Technologies
Location:CologneGermany
Employment Type: 12 / Contract
Experience:10 years (with 3 years in Solution Architecture)Position Overview:
We are seeking a highly skilledSolution Architectwith expertise inAI/ML toolsSemiconductor Product Lifecycle Management (PLM) andmodern 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 leveragingAI/MLData ScienceNLP orGenerative AIto 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 usingJ2EE/Spring Boot integrated withElasticsearchfor 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 modernfront-end applicationsusingAngularorReactfor seamless user experiences.
Ensure AI models are productionized effectively includingmodel deployment monitoring and integrationinto enterprise environments.
Define architecture standards best practices and governance frameworks for AI data and application layers.
Partner with stakeholders to identify opportunities for applyingGenerative AIandData Sciencetechniques 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 ofPython TensorFlow/PyTorch NLP frameworks GenAI APIs (e.g. OpenAI Azure OpenAI).
Semiconductor PLM Systems:Exposure to PLM tools likeTeamcenter Agile PLM ENOVIA or similar.
Backend Development:Strong inJava J2EE Spring Boot REST APIs Microservices.
Search & Indexing:Experience inElasticsearchorSolrfor enterprise search and analytics solutions.
Frontend:Proficient inAngularorReact with good understanding of UX/UI principles.
Cloud & DevOps:Familiar withAWS / Azure / GCP CI/CD pipelines and containerization (Docker/Kubernetes).
Data Integration:Experience inETLData Pipelines orData Lake Architecturesis a plus.
Soft Skills:Strong problem-solving communication and cross-functional collaboration abilities.

Preferred Qualifications:

Masters or bachelors in computer science Data Science or Electronics Engineering.
Experience inSemiconductor Domain particularly integratingAI with PLM systems.
Prior experience working withGenerative AI solutions(ChatGPT Copilot or similar).
Knowledge ofenterprise integration frameworksandsecurity 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 you like me to createtwo separate versions
1 One forAI/PLM enterprise focus and
2 Another forAI Full Stack (Angular/J2EE/Elastic) focus

If interested please share your updated resume emailprotected

Thanks

Required Experience:

Senior IC

Job Title:Solution Architect AI/ML Semiconductor PLM and Full Stack TechnologiesLocation:CologneGermanyEmployment Type: 12 / ContractExperience:10 years (with 3 years in Solution Architecture)Position Overview:We are seeking a highly skilledSolution Architectwith expertise inAI/ML toolsSemiconducto...

Design end-to-end solutions leveragingAI/MLData ScienceNLP orGenerative AIto 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 usingJ2EE/Spring Boot integrated withElasticsearchfor 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 modernfront-end applicationsusingAngularorReactfor seamless user experiences.
Ensure AI models are productionized effectively includingmodel deployment monitoring and integrationinto enterprise environments.
Define architecture standards best practices and governance frameworks for AI data and application layers.
Partner with stakeholders to identify opportunities for applyingGenerative AIandData Sciencetechniques 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 ofPython TensorFlow/PyTorch NLP frameworks GenAI APIs (e.g. OpenAI Azure OpenAI).
Semiconductor PLM Systems:Exposure to PLM tools likeTeamcenter Agile PLM ENOVIA or similar.
Backend Development:Strong inJava J2EE Spring Boot REST APIs Microservices.
Search & Indexing:Experience inElasticsearchorSolrfor enterprise search and analytics solutions.
Frontend:Proficient inAngularorReact with good understanding of UX/UI principles.
Cloud & DevOps:Familiar withAWS / Azure / GCP CI/CD pipelines and containerization (Docker/Kubernetes).
Data Integration:Experience inETLData Pipelines orData Lake Architecturesis a plus.
Soft Skills:Strong problem-solving communication and cross-functional collaboration abilities.

Preferred Qualifications:

Masters or bachelors in computer science Data Science or Electronics Engineering.
Experience inSemiconductor Domain particularly integratingAI with PLM systems.
Prior experience working withGenerative AI solutions(ChatGPT Copilot or similar).
Knowledge ofenterprise integration frameworksandsecurity best practices.