? 5+ years in data quality, validation, or data verification roles ? Experience reviewing and validating non-exact or probabilistic matches ? Experience working with identity resolution, data discrepancies, and exception handling Skills: ? Data validation, sampling, and reconciliation techniques ? Ability to analyze partial or conflicting data across multiple attributes ? Expertise in identifying false positives and improving match confidence ? Strong analytical and problem-solving skills Qualifications: ? Bachelors degree in Information Systems, Statistics, or related field Certifications: ? Six Sigma Green Belt ? Certified Quality Analyst (or equivalent)