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Margin Data and Reconciliation Analyst
G MASS ConsultingMargin Data & Reconciliation Analyst working with a hedge fund to improve broker data handling capabilities. Investigating margin data discrepancies and resolving accounting issues for optimized operations.
Tech Stack
Tools & technologiesPython
About the role
Key responsibilities & impact- Take the lead on investigating margin data discrepancies day to day (Posted, Initial Margin, Variation, and Excess), comparing outputs from the Python replication dashboard against internal golden sources
- Dig into raw broker files to get to the bottom of accounting breaks, whether that's a mapping error, a parsing issue, or a more fundamental margin methodology mismatch
- Build out and document the underlying calculation logic for margin across different account types (Futures, PB, FIPB, OTC Non-Cleared), factoring in FX conversions for non-USD accounts and any custom aggregation rules
- Work hand in hand with Data Engineering, converting business logic into workable Python code and flagging where bugs, mistargeted data, or missing flags are causing issues
- Own escalations around structural data gaps, including direct liaison with broker contacts and internal SMEs to sign off on bespoke account treatments
- Keep mapping logic, trackers, and supporting documentation current and accurate, ensuring a clear audit trail of how broker files feed into internal systems
Requirements
What you’ll need- Solid grounding in Prime Brokerage, FIPB, and Futures margin mechanics
- Confidence working through dense, multi-tab financial data files
- Some exposure to data pipeline architecture
- A naturally analytical mindset, with the ability to turn business logic into clean, programmatic rules
Benefits
Comp & perks- Length: Initial 6-month contract
- Competitive salary
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
Margin MechanicsData Discrepancy InvestigationFinancial Data AnalysisCalculation Logic DocumentationFX Conversion Handling
Soft Skills
Analytical ThinkingProblem-SolvingCollaboration