PLM Data Analyst

Aptino, Inc.; Mirabel; On-site; CAD 65,000 - 95,000; Full time

Job summary

Aptino, Inc. is seeking an experienced PLM Data Analyst to support product data quality, governance, and analytics across enterprise PLM systems. The role requires hands-on work with Teamcenter, Windchill, ENOVIA, or Aras Innovator, plus strong SQL and data analysis skills.

You will develop dashboards with Power BI or Tableau, collaborate with Engineering, Manufacturing, Supply Chain, Quality, and IT, and help data migrations and integrations across PLM, ERP, MES, and CAD systems.

Qualifications

• 3+ years of experience in PLM data analysis or related roles.
• Hands-on with major PLM platforms: Teamcenter, Windchill, ENOVIA, Aras Innovator.
• Strong SQL and data analysis skills.
• Experience with data quality, governance, and BOM understanding.
• Experience with Power BI or Tableau.

Responsibilities

• Analyze and maintain product lifecycle data within PLM systems.
• Monitor and improve data quality across PLM data.
• Perform data cleansing, validation, and governance activities.
• Identify data duplicates and inconsistencies.
• Support PLM data migration, transformation, and implementations.
• Develop dashboards and reports using Power BI or Tableau.
• Collaborate with Engineering, Manufacturing, Supply Chain, Quality, and IT.
• Support integrations between PLM, ERP, MES, CAD, and other systems.
• Document data models, business rules, flows, and governance standards.
• Perform root cause analysis and recommend improvements.

Skills

PLM Analysis

SQL

Data governance

Data quality

Power BI

Tableau

ETL

Tools

Teamcenter

Windchill

ENOVIA

Aras Innovator

Job description

We are looking for an experienced PLM Data Analyst to support product data quality, governance, and analytics across enterprise Product Lifecycle Management (PLM) systems.

The ideal candidate will have hands‑on experience with PLM platforms such as Siemens Teamcenter, PTC Windchill, ENOVIA, or Aras Innovator, along with strong SQL, data analysis, and data quality management skills.

Key Responsibilities:

• Analyze and maintain product lifecycle data within PLM systems.
• Monitor and improve product data quality, accuracy, consistency, and completeness.
• Perform data cleansing, validation, and governance activities.
• Identify duplicate records, data anomalies, and inconsistencies.
• Support PLM data migration, transformation, and system implementation projects.
• Develop dashboards, KPIs, and reports using Power BI or Tableau.
• Work with Engineering, Manufacturing, Supply Chain, Quality, and IT teams.
• Support integrations between PLM, ERP, MES, CAD, and other enterprise systems.
• Document data models, business rules, data flows, and governance standards.
• Perform root cause analysis and recommend data quality improvements.

Required Skills & Qualifications:

• 3+ years of experience in PLM Data Analysis, Product Data Management, or PLM Administration.
• Hands‑on experience with PLM platforms such as Teamcenter, Windchill, ENOVIA, or Aras Innovator.
• Strong SQL and relational database knowledge.
• Experience in data quality, data cleansing, and data governance.
• Understanding of Bills of Materials (BOM), product structures, and engineering change management.
• Experience with Power BI, Tableau, or similar reporting tools.
• Knowledge of ETL, data migration, and enterprise system integrations.
• Experience in manufacturing, aerospace, automotive, or industrial environments.
• Strong analytical, problem-solving, and stakeholder communication skills.

Nice to Have:

• Experience with CAD tools such as CATIA, Creo, SolidWorks, or NX.
• Knowledge of Python, R, Azure, Snowflake, or Databricks.
• Experience with PLM implementation and migration projects.
• Understanding of digital thread, digital twin, and product configuration management.