AI Engineer – PLM Data Migration & Automation (W2) at
Dearborn, MI location.
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Title: AI Engineer – PLM Data Migration & Automation (W2)
Location: Dearborn, MI
Duration: Long Term
Position Summary
We are seeking an experienced AI/LLM Engineer with strong Product Lifecycle Management (PLM) domain expertise to support large-scale PLM transformation initiatives. The role focuses on automating migration, validation, and reconciliation activities between Teamcenter and 3DEXPERIENCE (3DX) platforms.
The ideal candidate will combine PLM knowledge, data engineering capabilities, and AI/agentic automation experience to streamline complex migration workflows, reduce manual intervention, and improve data quality across enterprise engineering systems.
Key Responsibilities
Support migration of PLM data from Teamcenter to 3DEXPERIENCE (3DX) platforms.
Analyze and understand PLM data structures including:
BOM (Bill of Materials)
CAD datasets
Metadata and related engineering objects
Design and develop AI/LLM-based automation solutions for:
BOM mismatch detection and correction
Naming inconsistencies
Data reconciliation
Automated validation workflows
Build intelligent agents and AI-driven decision systems to minimize manual data handling.
Work with large-scale PLM datasets (10+ TB Teamcenter metadata and growing 3DX repositories).
Develop and enhance migration scripts and automation utilities using Java, XPDM, and related technologies.
Collaborate with global PLM platform teams and stakeholders across multiple geographic locations.
Improve data transfer efficiency, traceability, and governance between PLM platforms.
Identify recurring migration issues and implement reusable AI-powered solutions.
Support active engineering and flight programs requiring historical and surrogate data migration.
Required Skills & Qualifications
PLM Domain Expertise
Strong understanding of PLM concepts and engineering data management.
Experience with:
Teamcenter
3DEXPERIENCE (3DX)
BOM structures
CAD data and datasets
Metadata handling
Knowledge of PLM migration and integration processes.
AI / Automation Skills
Experience developing AI/LLM-based solutions and intelligent automation systems.
Hands-on experience with:
Generative AI
AI agents / Agentic AI frameworks
LLM orchestration
Automation workflows
Ability to design AI-assisted validation and correction mechanisms.
Technical Skills
Strong programming experience in:
Java
Python
Scripting and automation tools
Experience with XPDM or similar PLM migration frameworks.
Experience handling large-scale enterprise data environments.
Understanding of data pipelines, ETL, and metadata transformation.
Preferred Qualifications
Experience in aerospace, manufacturing, or engineering product development environments.
Exposure to enterprise-scale digital transformation initiatives.
Familiarity with AI frameworks such as LangChain, Semantic Kernel, AutoGen, CrewAI, or similar agent frameworks.
Experience with cloud platforms and scalable data processing architectures. xsgimln
Knowledge of engineering change management and configuration management processes.
Project Scope Highlights
Migration from Teamcenter to 3DEXPERIENCE (3DX)
AI-driven PLM automation
Enterprise-scale metadata management
Multi-terabyte engineering datasets
Reduction of manual reconciliation activities
Intelligent BOM and CAD data validation systems