Pick a market, role family, seniority and location to see the median salary and the p25–p75 range from posted pay. Each figure is the annualised midpoint of the pay range an employer posted (January 2024 to June 2026), after removing re-posts and absurd values. The page reads the free 25% samples published by Fliar BI. The full datasets and the methods are on the dataset cards.
| Market | Hugging Face | Kaggle |
|---|---|---|
| India (INR) | HarshitKZ/india-salary-benchmarks-2026 | Kaggle |
| United States (USD) | HarshitKZ/us-salary-benchmarks-2026 | Kaggle |
| Global (USD, 45+ countries) | HarshitKZ/skill-salary-percentiles-global | Kaggle |