{
 "_meta": {
  "title": "Kultranz US Salary & Cost-of-Living Dataset 2026",
  "source": "BLS OEWS (wages) + BEA Regional Price Parities (cost of living) + US Census ACS (housing/income)",
  "license": "CC BY 4.0 - free to use with attribution to kultranz.com",
  "vintage": "2026",
  "rows": 1000
 },
 "columns": [
  "job_title",
  "city",
  "state",
  "avg_salary",
  "salary_10th",
  "salary_25th",
  "salary_median",
  "salary_75th",
  "salary_90th",
  "national_avg",
  "col_index",
  "median_home_value",
  "median_rent",
  "city_median_income",
  "employment",
  "city_population"
 ],
 "data": [
  {
   "job_title": "Software Developer",
   "city": "Fort Worth",
   "state": "TX",
   "avg_salary": 135735.0,
   "salary_10th": 71668.0,
   "salary_25th": 103701.0,
   "salary_median": null,
   "salary_75th": 161361.0,
   "salary_90th": 180581.0,
   "national_avg": 120000.0,
   "col_index": 103.09,
   "median_home_value": 277300.0,
   "median_rent": 1412.0,
   "city_median_income": 76602.0,
   "employment": null,
   "city_population": 941311
  },
  {
   "job_title": "Software Developer",
   "city": "Boston",
   "state": "MA",
   "avg_salary": 159827.0,
   "salary_10th": 80849.0,
   "salary_25th": 120338.0,
   "salary_median": null,
   "salary_75th": 191418.0,
   "salary_90th": 215111.0,
   "national_avg": 120000.0,
   "col_index": 108.266,
   "median_home_value": 710400.0,
   "median_rent": 2093.0,
   "city_median_income": 94755.0,
   "employment": null,
   "city_population": 663972
  },
  {
   "job_title": "Registered Nurse",
   "city": "Fort Worth",
   "state": "TX",
   "avg_salary": 80594.0,
   "salary_10th": 51438.0,
   "salary_25th": 66016.0,
   "salary_median": null,
   "salary_75th": 92256.0,
   "salary_90th": 101002.0,
   "national_avg": 81000.0,
   "col_index": 103.09,
   "median_home_value": 277300.0,
   "median_rent": 1412.0,
   "city_median_income": 76602.0,
   "employment": null,
   "city_population": 941311
  },
  {
   "job_title": "Registered Nurse",
   "city": "Boston",
   "state": "MA",
   "avg_salary": 110893.0,
   "salary_10th": 61744.0,
   "salary_25th": 86318.0,
   "salary_median": null,
   "salary_75th": 130552.0,
   "salary_90th": 145297.0,
   "national_avg": 81000.0,
   "col_index": 108.266,
   "median_home_value": 710400.0,
   "median_rent": 2093.0,
   "city_median_income": 94755.0,
   "employment": null,
   "city_population": 663972
  },
  {
   "job_title": "Project Manager",
   "city": "Fort Worth",
   "state": "TX",
   "avg_salary": 108341.0,
   "salary_10th": 54802.0,
   "salary_25th": 81571.0,
   "salary_median": null,
   "salary_75th": 129756.0,
   "salary_90th": 145818.0,
   "national_avg": 95000.0,
   "col_index": 103.09,
   "median_home_value": 277300.0,
   "median_rent": 1412.0,
   "city_median_income": 76602.0,
   "employment": null,
   "city_population": 941311
  },
  {
   "job_title": "Project Manager",
   "city": "Boston",
   "state": "MA",
   "avg_salary": 116207.0,
   "salary_10th": 73460.0,
   "salary_25th": 94833.0,
   "salary_median": null,
   "salary_75th": 133305.0,
   "salary_90th": 146129.0,
   "national_avg": 95000.0,
   "col_index": 108.266,
   "median_home_value": 710400.0,
   "median_rent": 2093.0,
   "city_median_income": 94755.0,
   "employment": null,
   "city_population": 663972
  },
  {
   "job_title": "Project Manager",
   "city": "Raleigh",
   "state": "NC",
   "avg_salary": 100050.0,
   "salary_10th": 59988.0,
   "salary_25th": 80019.0,
   "salary_median": null,
   "salary_75th": 116074.0,
   "salary_90th": 128092.0,
   "national_avg": 95000.0,
   "col_index": 98.157,
   "median_home_value": 377800.0,
   "median_rent": 1468.0,
   "city_median_income": 82424.0,
   "employment": null,
   "city_population": 470763
  },
  {
   "job_title": "Data Scientist",
   "city": "Fort Worth",
   "state": "TX",
   "avg_salary": 118509.0,
   "salary_10th": 76548.0,
   "salary_25th": 97528.0,
   "salary_median": null,
   "salary_75th": 135293.0,
   "salary_90th": 147881.0,
   "national_avg": 108000.0,
   "col_index": 103.09,
   "median_home_value": 277300.0,
   "median_rent": 1412.0,
   "city_median_income": 76602.0,
   "employment": null,
   "city_population": 941311
  },
  {
   "job_title": "Data Scientist",
   "city": "Boston",
   "state": "MA",
   "avg_salary": 145640.0,
   "salary_10th": 87782.0,
   "salary_25th": 116711.0,
   "salary_median": null,
   "salary_75th": 168782.0,
   "salary_90th": 186140.0,
   "national_avg": 108000.0,
   "col_index": 108.266,
   "median_home_value": 710400.0,
   "median_rent": 2093.0,
   "city_median_income": 94755.0,
   "employment": null,
   "city_population": 663972
  },
  {
   "job_title": "Marketing Manager",
   "city": "Fort Worth",
   "state": "TX",
   "avg_salary": 101866.0,
   "salary_10th": 57694.0,
   "salary_25th": 79780.0,
   "salary_median": null,
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   "salary_90th": 132786.0,
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   "employment": null,
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  },
  {
   "job_title": "Marketing Manager",
   "city": "Boston",
   "state": "MA",
   "avg_salary": 106937.0,
   "salary_10th": 55947.0,
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   "national_avg": 88000.0,
   "col_index": 108.266,
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   "median_rent": 2093.0,
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   "employment": null,
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  },
  {
   "job_title": "Financial Analyst",
   "city": "Fort Worth",
   "state": "TX",
   "avg_salary": 95864.0,
   "salary_10th": 59115.0,
   "salary_25th": 77489.0,
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   "national_avg": 96000.0,
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   "median_rent": 1412.0,
   "city_median_income": 76602.0,
   "employment": null,
   "city_population": 941311
  },
  {
   "job_title": "Financial Analyst",
   "city": "Boston",
   "state": "MA",
   "avg_salary": 129095.0,
   "salary_10th": 73112.0,
   "salary_25th": 101103.0,
   "salary_median": null,
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   "national_avg": 96000.0,
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   "median_rent": 2093.0,
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   "employment": null,
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  },
  {
   "job_title": "Accountant",
   "city": "Fort Worth",
   "state": "TX",
   "avg_salary": 81782.0,
   "salary_10th": 43766.0,
   "salary_25th": 62774.0,
   "salary_median": null,
   "salary_75th": 96988.0,
   "salary_90th": 108392.0,
   "national_avg": 78000.0,
   "col_index": 103.09,
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   "median_rent": 1412.0,
   "city_median_income": 76602.0,
   "employment": null,
   "city_population": 941311
  },
  {
   "job_title": "Accountant",
   "city": "Boston",
   "state": "MA",
   "avg_salary": 106335.0,
   "salary_10th": 59697.0,
   "salary_25th": 83016.0,
   "salary_median": null,
   "salary_75th": 124990.0,
   "salary_90th": 138981.0,
   "national_avg": 78000.0,
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  },
  {
   "job_title": "Teacher",
   "city": "Fort Worth",
   "state": "TX",
   "avg_salary": 64851.0,
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  },
  {
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  },
  {
   "job_title": "Mechanical Engineer",
   "city": "Fort Worth",
   "state": "TX",
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  },
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  },
  {
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   "job_title": "Sales Representative",
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  },
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  },
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  },
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  },
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  {
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   "city": "Dallas",
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