Position Overview We are seeking a Data Masking & Sanitization Specialist to lead the design, implementation, and validation of data masking and sanitization solutions for our department.

Key Responsibilities Design & Strategy Design comprehensive data masking and sanitization strategies aligned with organizational data governance policies

Identify sensitive data elements across systems and applications

Develop masking rules and sanitization protocols for various data types (PII, financial data etc.) Implementation & Configuration Implement data masking tools and technologies across development, testing, and non-production environments

Configure masking algorithms and techniques Integrate masking solutions with existing Azure data pipelines and ETL processes





Ensure masked data maintains referential integrity and usability for testing purposes.

Validation & Testing Validate masking effectiveness and completeness

Perform quality assurance testing on masked datasets

Document masking rules and maintain masking metadata repositories Required Qualifications Technical Skills 5+ years of experience in data masking, data privacy, or data governance Hands-on expertise with data masking tools Robust SQL and database knowledge (Oracle, SQL Server, PostgreSQL, with ETL tools and data integration platforms

Understanding of encryption, Tokenization, and anonymization techniques

📌 Data Masking specialist (Toronto)
🏢 Kumaran Systems
📍 Toronto