UST
Website:
ust.com
Job details:
Role Description
Job Title: Test Data Management (TDM) Architect/Lead
Experience: 10–15 Years
Location: All Locations
Role Summary
We are seeking an experienced Test Data Management (TDM) Lead with 8–12 years of strong domain expertise in enterprise-scale TDM, synthetic data generation, data privacy, and automation-led data provisioning. The role will drive TDM strategy, solution design, and implementation across large transformation programs, enabling self-service, scalable, and compliant test data platforms for functional, performance, and regression testing.
Key Responsibilities
- Lead enterprise-wide TDM strategy and roadmap, covering data provisioning, masking, subsetting, and synthetic data generation.
- Architect and implement automated, self-service TDM platforms using tools such as GenRocket, K2View, Delphix, Broadcom TDM, IBM Optim, or equivalent.
- Define and operationalize synthetic data strategies to reduce production data dependency and accelerate testing cycles.
- Partner with QA, DevOps, Data Engineering, Security, and Compliance teams to ensure seamless and secure data availability across environments.
- Establish TDM standards, best practices, and governance models aligned with enterprise architecture and regulatory requirements.
- Drive data privacy and compliance initiatives including PII discovery, masking, anonymization, and audit readiness.
- Provide technical leadership and mentoring to TDM analysts and junior team members.
- Support pre-sales, RFPs, and client solutioning by designing TDM approaches, estimates, and value propositions.
- Own TDM documentation, operating models, and automation frameworks for long-term scalability.
Required Skills & Qualifications
- 10–15 years of experience in Test Data Management, Synthetic Data Generation, and Data Masking.
- Strong hands-on and architectural experience with TDM tools such as GenRocket, K2View, Delphix, IBM Optim, Broadcom TDM, or similar platforms.
- Deep expertise in synthetic data modeling, masking techniques, data obfuscation, and subsetting strategies.
- Advanced proficiency in SQL and working knowledge of databases such as Oracle, SQL Server, PostgreSQL, DB2, or Snowflake.
- Experience supporting performance, load, and large-scale regression testing data requirements.
- Strong understanding of data privacy regulations (GDPR, HIPAA, PCI-DSS) and secure data handling practices.
- Proven ability to lead teams, influence stakeholders, and drive enterprise change.
- Excellent communication, stakeholder management, and documentation skills.
Added / Preferred Skill Sets
- Experience building or integrating API-driven or agent-based TDM platforms.
- Exposure to CI/CD pipelines, DevOps tooling, and environment orchestration.
- Knowledge of cloud-based data platforms (AWS, Azure, GCP).
- Experience with TDM assessments, maturity models, and enterprise transformation programs.
- Strong consulting mindset with experience working in regulated industries (banking, insurance, healthcare, telecom).
Skills
test data management,data validation,synthetic data generation,data masking,
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