FK
Fatima Khan, BSc, Data Analyst, BSc, Data Analyst
Senior Analyst
Data Expertise
Fatima has 8 years of experience in market research analysis. She currently works at a multinational retail corporation.
Fatima Khan's expertise helps bridge the gap between raw BLS data and the practical realities of data analysis careers, ensuring content on Data Analyst Pay serves practicing professionals and career-changers alike.
Review Responsibilities
- Cross-referencing all salary data against original BLS OEWS datasets (SOC 15-2051)
- Validating percentile calculations (P10, P25, P50, P75, P90) for 2025 data
- Auditing cost-of-living adjustments against BEA Regional Price Parities
- Flagging statistical anomalies and suppressed data for disclosure
- Reviewing estimated salary models for cities outside direct BLS survey coverage