Assistant Manager - File to File Comparison
Core
Perform large-scale file-to-file comparisons across credit bureau datasets to identify discrepancies, quantify trends, and derive actionable insights for improving match quality and data integrity.
Role type
Senior data analyst (file-to-file comparison & insights)
Builds
Structured comparison frameworks, interactive dashboards, and automated reporting pipelines for Search & Match operations
Domain
Credit information / Financial services / Data analytics
Deliverable
dashboards & analysis
Required skills
SparkSQL, SQL, Big data handling, Data pipeline understanding, Data reconciliation, Root cause analysis, Portfolio-level diagnostics, Stakeholder presentation
Preferred skills
Experience with bureau/credit data (tradelines, enquiries, delinquencies), File matching logic, Power BI/Tableau
Technologies
SparkSQL, SQL, Power BI, Tableau
Responsibilities
Perform large-scale file-to-file comparisons to identify hit rate variations, missing tradelines, and data inconsistencies; Derive insights on match quality gaps and root causes of discrepancies; Design and develop interactive dashboards for hit rate trends and linkage issues; Partner with internal teams to support client discussions with data-backed insights; Identify opportunities to enhance Search & Match algorithms and processes.
Seniority
Mid-to-Senior, hands-on IC