Test Data Management (TDM) Architect

Job Description

Job Description

Job Overview:

Pay Range: $65.00hr - $70.00hr

Requirement/Must Have:

• 10+ years of IT/data engineering or Quality Engineering experience with significant experience in Test Data Management.
• Strong understanding of enterprise TDM concepts and architecture.
• Hands-on knowledge of data masking and de-identification.
• Hands-on knowledge of data subsetting.
• Hands-on knowledge of synthetic test-data generation.
• Hands-on knowledge of database refresh and cloning.
• Hands-on knowledge of automated/self-service provisioning.
• Hands-on knowledge of referential-integrity management.
• Hands-on knowledge of test-data discovery and profiling.
• Strong SQL and relational database expertise.
• Experience working with complex enterprise application/data landscapes.
• Knowledge of mainframe and distributed data technologies.
• Understanding of cloud/data-lake architectures and modern data platforms.
• Experience integrating engineering platforms through APIs, CI/CD pipelines and automation.
• Knowledge of data privacy, PII handling and non-production security controls.
• Ability to create enterprise architecture diagrams, solution designs and technical standards.

Responsibilities:

• Define and evolve enterprise TDM architecture covering data masking, subsetting, synthetic data generation, data refresh, provisioning, virtualization and test-data discovery.
• Design scalable TDM solutions across heterogeneous environments including Mainframe (DB2, VSAM, sequential datasets, GDGs), Distributed databases (Oracle, SQL Server, PostgreSQL, DB2 LUW), Cloud/data platforms, and APIs.
• Define reusable test-data patterns based on recurring application and QA requirements.
• Evaluate enterprise TDM products and capabilities against technical and business requirements without being tied to a specific vendor.
• Develop solution architectures, technical workflows, capability matrices, PoCs and platform recommendations.
• Partner with Information Security and Data Governance teams to establish masking, privacy and non-production data controls.
• Integrate TDM capabilities with CI/CD pipelines, test automation and self-service provisioning workflows.
• Explore opportunities for AI-assisted and synthetic test-data generation while maintaining security and data-quality controls.
• Provide architecture and technical leadership to offshore TDM engineers.
• Facilitate technical discussions with application architects, engineering teams, DBAs, data teams and senior technology stakeholders.
• Define operational metrics including provisioning lead time, refresh duration, automation coverage, masking compliance and service reliability.
• Serve as the primary onsite technical authority for TDM and ensure tactical application requirements contribute toward reusable enterprise capabilities.

Nice to Have:

• Experience with commercial or enterprise TDM platforms such as K2view, Broadcom Test Data Manager, Delphix, BMC Compuware/File-AID or equivalent technologies.
• Experience with Databricks or modern enterprise data platforms.
• Experience with ServiceNow-based request/workflow integration.
• Experience implementing TDM self-service portals or APIs.
• Exposure to GenAI/Agentic AI approaches for test-data discovery, generation or orchestration.

Skills:

• TDM.
• Data masking.
• De-identification.
• Data subsetting.
• Synthetic data generation.
• SQL.
• Mainframe.
• DB2.
• Oracle.
• SQL Server.
• PostgreSQL.
• CI/CD.
• API Integration.

Benefits:

Our Benefits Include:

• Medical, Dental, and Vision Insurance
• 401(k) Retirement Plan
• Health Savings Account (HSA)
• Disability Insurance (Short-Term and Long-Term)
• Life and AD&D Insurance
• Paid Sick Leave (where required by applicable state or local law)
• Supplemental Insurance Plans
• Identity Theft Protection
• Pet Insurance
• Employee Wellness Programs
• Employee Assistance Program (EAP)
• Career Growth and Professional Development Opportunities

Disclaimer : Benefits eligibility, accrual rates, and usage limits may vary based on employment status, length of service, and work location. Paid Sick Leave is provided in strict accordance with applicable state and municipal mandates. Cynet Systems Inc. reserves the right to modify, amend, or terminate any benefit plans at any time in accordance with applicable laws.

About Cynet Systems

Founded in 2010 and headquartered in the Washington, DC metro area, Cynet Systems Inc. is a leading technology staffing and workforce solutions company serving Fortune 500 companies, government agencies, and enterprise organizations across the United States and Canada. We deliver agile, scalable talent solutions across IT, engineering, life sciences, clinical, and professional staffing, powered by a high-performing recruitment engine operating across North America and Asia.

As a nationally and locally certified Minority Business Enterprise (MBE), Cynet Systems is committed to helping organizations build high-performing teams while empowering professionals to grow rewarding careers. Our organization is certified to ISO 9001, ISO 14001, ISO 27001, and SOC 2 Type II standards, reflecting our commitment to quality, security, operational excellence, and customer success.