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Our Calculation Methodology

Know Your Pay uses government-sourced data and IRS-compliant tax models to produce salary after-tax estimates. This page explains every component of our calculations, the data sources we rely on, and our assumptions.

Last updated: March 2026 · Data updated monthly using government datasets.

Data Sources

All figures on Know Your Pay are derived from authoritative U.S. government and independent research datasets:

Salary Data

Bureau of Labor Statistics — Occupational Employment & Wage Statistics (OEWS)

Salary benchmarks, job-level medians, and percentile data are sourced from the BLS OEWS survey, which covers approximately 1.1 million U.S. business establishments annually.

Rent Data

HUD Fair Market Rents (FMR)

Rent estimates for studio, 1-bedroom, 2-bedroom, and family (3–4 BR) units are sourced from HUD Fair Market Rents, updated annually. Studio rents are estimated at 78% of 1BR FMR; family units at 133% of 2BR FMR, consistent with HUD methodology.

Food Cost Data

MIT Living Wage Calculator & USDA Food Cost Plans

Monthly food cost estimates by household size are based on the USDA Low-Cost Food Plan and MIT Living Wage Calculator (2024). National baselines: single adult $440/month, couple $790, family of 3 $1,050, family of 4 $1,270. All figures scaled by the city's cost-of-living index.

Federal Tax Calculations

IRS Revenue Procedures & Publication 15-T

Federal income tax brackets, standard deduction amounts, and withholding tables are sourced directly from IRS publications and updated each tax year.

Payroll Taxes (FICA)

Social Security Administration — Wage Base Limits

Social Security wage base limits and Medicare rates are sourced from the Social Security Administration's annual COLA announcements.

Cost-of-Living Index

C2ER / ACCRA Cost of Living Index

City-level cost-of-living comparisons use the Council for Community and Economic Research (C2ER) ACCRA index, which surveys prices for housing, groceries, utilities, transportation, and healthcare quarterly.

1. Federal Income Tax

Federal income tax is calculated using the official IRS progressive tax brackets for the selected tax year. We apply the standard deduction before computing tax.

  • Standard deduction applied (Single filer unless specified)
  • Progressive tax brackets applied incrementally by layer
  • No itemized deductions assumed
  • No federal credits included (EITC, child tax credit, etc.)

Tax brackets and standard deduction values are updated annually based on IRS revenue procedures published in the fall of each year.

2. State Income Tax

State income tax varies by state and is calculated using one of three models:

  • Progressive tax states — e.g., California, New York, New Jersey
  • Flat-rate states — e.g., Pennsylvania (3.07%), Illinois (4.95%)
  • No income tax states — e.g., Texas, Florida, Washington

State standard deductions or personal exemptions are applied where available. Local income taxes (such as NYC local tax) are excluded unless specifically noted. State brackets are sourced from official state department of revenue publications and verified annually.

3. Payroll Taxes (FICA)

Payroll taxes include:

  • Social Security: 6.2% on wages up to the annual wage base limit ($180,700 in 2026)
  • Medicare: 1.45% on all wages (no cap)

The additional 0.9% Medicare surtax on income over $200,000 (single) is not included in base calculations. Wage base limits are sourced from the Social Security Administration and updated each January.

4. Rent & Cost-of-Living Data

Rent estimates use HUD Fair Market Rents, which represent the 40th percentile gross rent for standard-quality units in each metropolitan area, updated annually each October. We provide four housing tiers:

  • Studio — estimated at 78% of 1BR FMR (consistent with HUD ratio data)
  • 1-Bedroom — direct HUD FMR 1BR value
  • 2-Bedroom — direct HUD FMR 2BR value
  • Family (3–4 BR) — estimated at 133% of 2BR FMR

Cost-of-living adjustments use the C2ER/ACCRA Cost of Living Index (national average = 1.00), expanded with per-category monthly cost estimates: food, transportation, utilities, and healthcare — all scaled by the city index.

5. Food Cost Data

Monthly food cost estimates are derived from two primary sources:

  • USDA Food Cost Plans (2024) — the Low-Cost Food Plan provides household-size-adjusted monthly food budgets at the county level
  • MIT Living Wage Calculator (2024) — provides food cost components of the living wage by county and family composition

National baseline figures (2026 estimate, per month):

  • Single adult: $440/month
  • Couple (2 adults): $790/month
  • Family of 3 (2 adults + 1 child): $1,050/month
  • Family of 4 (2 adults + 2 children): $1,270/month

All figures are scaled by each city's cost-of-living index to reflect local grocery and food service price variation.

6. Salary Benchmarks & Percentiles

Job-level salary ranges and percentile data are sourced from the Bureau of Labor Statistics Occupational Employment and Wage Statistics (OEWS) survey. National and metropolitan-area medians, 10th, 25th, 75th, and 90th percentile wages are published annually each May for the prior reference year.

7. Assumptions & Limitations

  • Single filer unless otherwise specified
  • No dependents assumed
  • No tax credits (EITC, child, education) included
  • No itemized deductions — standard deduction only
  • No state-specific credits or exemptions beyond standard deduction
  • No pre-tax deductions (401k, HSA) unless specifically modeled

Because individual tax situations vary significantly, actual take-home pay will differ from these estimates. Use our results as a directional guide, not a precise tax calculation.

Important Disclaimer

Know Your Pay provides informational estimates only and does not constitute tax, legal, or financial advice. We are not affiliated with any government agency. Tax rules change annually — always verify current rates with a licensed tax professional or the IRS website.