Key Responsibilities
Architecture & Strategy
- Define TDM architecture aligned with enterprise data governance and testing needs.
- Design modular, scalable TDM frameworks using tools like Broadcom TDM, Genrocket, Delphix, and K2.
- Establish synthetic data generation strategies and subsetting/masking policies.
- Integrate TDM into test automation and CI/CD pipelines.
Tooling & Integration
- Implement data provisioning workflows across environments (ephemeral, containerized).
- Automate data refresh, rollback, and versioning using TDM tools.
- Enable self-service data access for testers and developers.
- Ensure compliance with data privacy regulations (GDPR, HIPAA, etc.).
Collaboration & Leadership
- Partner with QA, DevOps, and Data Engineering teams to align TDM strategy.
- Conduct architecture reviews and mentor teams on TDM best practices.
- Support client workshops, RFPs, and solution presentations.
- Drive innovation in synthetic data generation and test data observability.
Must-Have Qualifications
- 13+ years in QA/Data Engineering with experience in TDM architecture.
- Hands-on expertise in Broadcom TDM, Genrocket, Delphix, and K2.
- Strong understanding of data masking, subsetting, and synthetic data generation.
- Experience integrating TDM into CI/CD pipelines and automation frameworks.
- Knowledge of data privacy regulations and compliance requirements.
- Proficiency in scripting (Python, Shell) and working with relational/non-relational databases.
Good-to-Have Skills
- Exposure to cloud-native data platforms (AWS RDS, Azure SQL, GCP BigQuery).
- Experience with containerized environments and ephemeral test setups.
- Familiarity with data observability tools and lineage tracking.
- Domain experience in BFSI, Healthcare, Retail, or Telecom.
- Certifications in data privacy, cloud platforms, or TDM tools.
