AI Engineer – PLM Data Migration & Automation (W2)

Miracle Software Systems, Inc; Dearborn (MI); On-site; USD 120,000 - 180,000; Full time

Job summary

Miracle Software Systems, Inc. in Dearborn, MI seeks an experienced AI Engineer to drive PLM data migration and automation.

The role focuses on automating migration, validation, and reconciliation between Teamcenter and 3DEXPERIENCE (3DX) platforms, leveraging AI to reduce manual data handling and improve data quality. The candidate will combine PLM expertise with data engineering and AI-driven workflows to support large-scale PLM transformations, collaborating with cross-functional teams and

Qualifications

• Deep PLM domain knowledge, including engineering data management.
• Experience building AI/LLM-based automation for migration and validation.
• Proficiency with Java, Python, and data pipelines (ETL).

Responsibilities

• Support migration of PLM data from Teamcenter to 3DEXPERIENCE (3DX) platforms.
• Analyze PLM data structures (BOM, CAD datasets, metadata).
• Design and develop AI/LLM-based automation for BOM mismatch detection and correction.
• Develop migration scripts and automation utilities.
• Collaborate with global PLM platform teams and stakeholders across locations.
• Improve data transfer efficiency, traceability, and governance between PLM platforms.

Skills

PLM Domain Expertise

AI / Automation Skills

Technical Skills

Tools

Teamcenter

3DEXPERIENCE (3DX)

XPDM

Java

Python

ETL

Metadata Transformation

Job description

We Miracle Software Systems is looking for the AI Engineer – PLM Data Migration & Automation (W2) at Dearborn, MI location.

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
• 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
• 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
• 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.
• Understanding of data pipelines, ETL, and metadata transformation.

Preferred Qualifications

• Experience in aerospace, manufacturing, or engineering product development environments.
• Familiarity with AI frameworks such as LangChain, Semantic Kernel, AutoGen, CrewAI, or similar agent frameworks.
• Experience with cloud platforms and scalable data processing architectures.
• Knowledge of engineering change management and configuration management processes.

Project Scope Highlights

• Migration from Teamcenter to 3DEXPERIENCE (3DX)
• Reduction of manual reconciliation activities
• Intelligent BOM and CAD data validation systems