Enterprise TDM Architect: AI‑Driven Data Masking & Test Data

TechDigital Group; Holmdel Township (NJ); On-site; USD 150,000 - 210,000; Full time

Job summary

TechDigital Group is seeking a Test Data Management Architect to lead enterprise TDM strategy and implementation across masking, subsetting, synthetic data generation, and data provisioning. You will shape the architectural standards for mainframe and cloud data platforms and collaborate with security and governance teams to ensure compliant, scalable data environments.

The role requires deep TDM expertise, strong SQL skills, and experience integrating data platforms with CI/CD and automation.

Qualifications

• 10+ years IT/data engineering or QA with TDM focus.
• Deep understanding of enterprise TDM concepts and architecture.
• Hands-on skills in data masking, subsetting, synthetic data generation, and cloning.
• Strong SQL and relational database expertise.
• Experience with mainframe and distributed data technologies.
• Knowledge of cloud/data-lake architectures and modern data platforms.
• Ability to integrate engineering platforms via APIs, CI/CD and automation.
• Familiarity with data privacy and non-production security controls.

Responsibilities

• Define and evolve enterprise TDM architecture across masking, subsetting, synthetic data generation.
• Design scalable TDM solutions for mainframe and distributed databases.
• Create reusable test-data patterns for QA and applications.
• Evaluate TDM products against business requirements.
• Develop solution architectures, workflows, matrices and platform recommendations.
• Partner with security and governance to enforce masking and non-production controls.
• Integrate TDM with CI/CD pipelines and self-service provisioning.
• Explore AI-assisted test-data generation while maintaining data quality.
• Provide architecture leadership to offshore TDM engineers.
• Lead discussions with application architects and senior technology stakeholders.
• Define operational metrics: provisioning lead time, refresh duration, automation coverage.

Skills

Test Data Management

SQL & RDBMS

Mainframe & distributed data

Enterprise data architectures

CI/CD integration

Tools

K2view

Broadcom TDM

Delphix

BMC Compuware

Data governance tools

Job description

TechDigital Group is seeking a Test Data Management Architect to lead enterprise TDM strategy and implementation across masking, subsetting, synthetic data generation, and data provisioning. You will shape the architectural standards for mainframe and cloud data platforms and collaborate with security and governance teams to ensure compliant, scalable data environments.

The role requires deep TDM expertise, strong SQL skills, and experience integrating data platforms with CI/CD and automation.