AP
Aisha Patel, CWP, CWP
Technical Educator
Data Expertise
Aisha Patel has 8 years of experience as a plumbing instructor. She focuses on training apprentices in advanced techniques. She works for a vocational training center.
Aisha Patel's expertise helps bridge the gap between raw BLS data and the practical realities of plumbing careers, ensuring content on Plumber Salary serves practicing professionals and career-changers alike.
Review Responsibilities
- Cross-referencing all salary data against original BLS OEWS datasets (SOC 47-2152)
- 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