Test Data Management (TDM) Engineer / Consultant

JOB DESCRIPTION | TEST DATA MANAGEMENT PRACTICE
Test Data Management (TDM) Engineer / Consultant
Test Data Management Practice
EXPERIENCE
CORE EXPERTISE
CLIENT EXPOSURE
4-6 years
TDM, masking and SQL
Hands-on delivery role
About the Role
We are expanding our Test Data Management practice and are looking for a hands-on professional who can
deliver TDM services across enterprise clients. The role focuses on provisioning compliant, production-like test
data, masking sensitive information, and building automated pipelines that make test data delivery fast, secure,
and repeatable. You will work directly with client delivery teams and cross-functional engineering stakeholders.
Key Responsibilies
• Design and deliver test data solutions covering data subsetting, masking, de-identication, and provisioning
across non-production environments.
• Build and maintain TDM pipelines and automation for data refresh, provisioning, and self-service test data
requests.
• Prole source data and dene masking rules that protect PII and PHI while preserving referential integrity
and realistic data behavior.
• Work across relational databases such as SQL Server, Oracle, and PostgreSQL, including SQL development,
troubleshooting, performance analysis, and tuning.
• Partner with QA, development, data, and client teams to understand test data needs and deliver solutions
within agreed timelines.
• Implement and support reusable automation using Python, Java, shell scripting, or equivalent technologies.
• Support HIPAA, privacy, security, and compliance requirements, and maintain clear technical and
operational documentation.
• Contribute to CI/CD integrations, automated testing workows, monitoring, issue resolution, and continuous
improvements within the TDM practice.
Required Qualicaons and Skills
• 4-6 years of experience in Test Data Management, data engineering, database development, or a closely
related eld.
• Strong SQL skills with a solid understanding of relational database concepts, schemas, constraints, data
relationships, and referential integrity.
• Hands-on experience with at least one TDM or data masking platform such as Delphix, Informatica TDM,
GenRocket, Broadcom/CA TDM, or a comparable tool.
• Practical experience with data masking, de-identication, subsetting, test data provisioning, and production-
like data creation.
• Hands-on development experience in Python or Java, along with automation scripting using Python, shell, or
similar languages.
• Experience integrating data workows with CI/CD pipelines and test automation processes.
• Strong troubleshooting, documentation, communication, and client-facing skills.
Preferred Skills
• Healthcare or payer data experience with familiarity in HIPAA and handling PII/PHI.
• Experience with Azure or AWS and containerized deployment environments.
• Exposure to synthetic data generation techniques or platforms.
• Understanding of DevOps practices, source control, pipeline orchestration, and automated environment
refresh processes.
What Success Looks Like
• Secure and reliable test data that supports realistic testing without exposing sensitive information.
• Repeatable, automated provisioning and refresh pipelines that improve speed and reduce manual eort.
• Well-dened masking, subsetting, and compliance controls with clear documentation and traceability.
• Eective collaboration with client and delivery teams, resulting in timely resolution of test data needs.
Test Data Management (TDM) Engineer / Consultant