Bushra S.
Data Analyst | Morningstar PitchBook | Public Equity Research · REIT Analysis · ISM Data Quality
- Role
- Data Analyst Ism Data Quality at Morningstar
- Location
- Mumbai, MH, IN
- LinkedIn followers
- 500 followers
About Bushra S.
Finance graduate with hands-on experience in public equity research, financial data analysis, and institutional-grade market data workflows. Currently at Morningstar PitchBook, where I\'ve worked across two analytical functions US and Canadian REIT coverage involving financial statement analysis and REIT-specific metrics, and now a cross-industry data quality function spanning 50 industries globally. My work sits at the intersection of research rigor and data accuracy, with a long-term focus on equity research and capital markets.Core strengths: Excel · Financial Statement Analysis · REIT Metrics · Data Quality & Auditing · Secondary Research
Experience
Data Analyst Ism Data Quality
Mar 2026 — Present
part of the ISM-145 quality control team responsible for validating industry-specific metrics data across 50 industries worldwide.Conduct structured QC checks on company-level, industry-specific metrics collected via AI/ML pipelines to ensure accuracy and consistencyReview and validate data flagged through internal audit workflowsCollaborate with team leads to maintain data integrity standards used by institutional clients
Education
SIES College of Commerce & Economics
Bachelor of finance markets, Finance markets
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