{
 "schemaVersion": 1,
 "dataset": "us-bls-oes",
 "source": {
  "id": "bls-oes",
  "label": "U.S. Bureau of Labor Statistics — Occupational Employment and Wage Statistics",
  "url": "https://www.bls.gov/oes/",
  "series": "National, all industries (OEUN area, NAICS 000000)",
  "retrievedAt": "2026-10-27"
 },
 "period": {
  "id": "2025",
  "label": "May 2025"
 },
 "unit": {
  "currency": "USD",
  "per": "year"
 },
 "observations": [
  {
   "occupation": {
    "soc": "15-1252",
    "label": "Software Developers"
   },
   "mapping": "exact",
   "roles": [
    "backend-developer",
    "fullstack-developer"
   ],
   "metrics": {
    "medianAnnualUsd": 135980,
    "entryFloorAnnualUsd": 82460,
    "employment": 1687890
   }
  },
  {
   "occupation": {
    "soc": "15-1251",
    "label": "Computer Programmers"
   },
   "mapping": "exact",
   "roles": [],
   "metrics": {
    "medianAnnualUsd": 100390,
    "entryFloorAnnualUsd": 57710,
    "employment": 92230
   }
  },
  {
   "occupation": {
    "soc": "15-1253",
    "label": "Software Quality Assurance Analysts and Testers"
   },
   "mapping": "exact",
   "roles": [
    "qa-engineer"
   ],
   "metrics": {
    "medianAnnualUsd": 104300,
    "entryFloorAnnualUsd": 61440,
    "employment": 186740
   }
  },
  {
   "occupation": {
    "soc": "15-1254",
    "label": "Web Developers"
   },
   "mapping": "exact",
   "roles": [
    "frontend-developer"
   ],
   "metrics": {
    "medianAnnualUsd": 92650,
    "entryFloorAnnualUsd": 48100,
    "employment": 70190
   }
  },
  {
   "occupation": {
    "soc": "15-1255",
    "label": "Web and Digital Interface Designers"
   },
   "mapping": "exact",
   "roles": [
    "ui-ux-designer"
   ],
   "metrics": {
    "medianAnnualUsd": 104000,
    "entryFloorAnnualUsd": 53750,
    "employment": 113330
   }
  },
  {
   "occupation": {
    "soc": "15-2051",
    "label": "Data Scientists"
   },
   "mapping": "exact",
   "roles": [
    "data-scientist"
   ],
   "metrics": {
    "medianAnnualUsd": 120230,
    "entryFloorAnnualUsd": 67240,
    "employment": 262440
   }
  },
  {
   "occupation": {
    "soc": "15-1242",
    "label": "Database Administrators"
   },
   "mapping": "closest",
   "roles": [
    "data-engineer"
   ],
   "metrics": {
    "medianAnnualUsd": 104620,
    "entryFloorAnnualUsd": 60230,
    "employment": 69990
   }
  },
  {
   "occupation": {
    "soc": "15-1244",
    "label": "Network and Computer Systems Administrators"
   },
   "mapping": "closest",
   "roles": [
    "devops-engineer",
    "cloud-engineer",
    "site-reliability-engineer"
   ],
   "metrics": {
    "medianAnnualUsd": 99130,
    "entryFloorAnnualUsd": 62640,
    "employment": 314340
   }
  },
  {
   "occupation": {
    "soc": "15-1241",
    "label": "Computer Network Architects"
   },
   "mapping": "closest",
   "roles": [
    "solution-architect"
   ],
   "metrics": {
    "medianAnnualUsd": 134050,
    "entryFloorAnnualUsd": 79900,
    "employment": 179740
   }
  },
  {
   "occupation": {
    "soc": "15-1211",
    "label": "Computer Systems Analysts"
   },
   "mapping": "exact",
   "roles": [
    "system-analyst"
   ],
   "metrics": {
    "medianAnnualUsd": 105850,
    "entryFloorAnnualUsd": 67340,
    "employment": 519530
   }
  },
  {
   "occupation": {
    "soc": "15-1212",
    "label": "Information Security Analysts"
   },
   "mapping": "exact",
   "roles": [
    "cybersecurity-engineer"
   ],
   "metrics": {
    "medianAnnualUsd": 129180,
    "entryFloorAnnualUsd": 75090,
    "employment": 190650
   }
  },
  {
   "occupation": {
    "soc": "13-1082",
    "label": "Project Management Specialists"
   },
   "mapping": "exact",
   "roles": [
    "project-manager",
    "product-owner",
    "scrum-master"
   ],
   "metrics": {
    "medianAnnualUsd": 102320,
    "entryFloorAnnualUsd": 61580,
    "employment": 1066670
   }
  },
  {
   "occupation": {
    "soc": "13-1111",
    "label": "Management Analysts"
   },
   "mapping": "exact",
   "roles": [
    "business-analyst"
   ],
   "metrics": {
    "medianAnnualUsd": 101860,
    "entryFloorAnnualUsd": 60640,
    "employment": 898280
   }
  },
  {
   "occupation": {
    "soc": "13-1161",
    "label": "Market Research Analysts and Marketing Specialists"
   },
   "mapping": "closest",
   "roles": [
    "marketer",
    "seo-specialist",
    "data-analyst"
   ],
   "metrics": {
    "medianAnnualUsd": 78760,
    "entryFloorAnnualUsd": 43390,
    "employment": 899580
   }
  },
  {
   "occupation": {
    "soc": "13-2051",
    "label": "Financial and Investment Analysts"
   },
   "mapping": "exact",
   "roles": [
    "financial-analyst"
   ],
   "metrics": {
    "medianAnnualUsd": 102740,
    "entryFloorAnnualUsd": 63720,
    "employment": 361980
   }
  },
  {
   "occupation": {
    "soc": "11-1021",
    "label": "General and Operations Managers"
   },
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   "roles": [
    "operations-manager"
   ],
   "metrics": {
    "medianAnnualUsd": 105770,
    "entryFloorAnnualUsd": 50090,
    "employment": 3503020
   }
  },
  {
   "occupation": {
    "soc": "11-2021",
    "label": "Marketing Managers"
   },
   "mapping": "closest",
   "roles": [],
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    "medianAnnualUsd": 166790,
    "entryFloorAnnualUsd": 90260,
    "employment": 395240
   }
  },
  {
   "occupation": {
    "soc": "11-2022",
    "label": "Sales Managers"
   },
   "mapping": "closest",
   "roles": [
    "sales-manager"
   ],
   "metrics": {
    "medianAnnualUsd": 148270,
    "entryFloorAnnualUsd": 73170,
    "employment": 637080
   }
  },
  {
   "occupation": {
    "soc": "11-3021",
    "label": "Computer and Information Systems Managers"
   },
   "mapping": "exact",
   "roles": [],
   "metrics": {
    "medianAnnualUsd": 175140,
    "entryFloorAnnualUsd": 107550,
    "employment": 670570
   }
  },
  {
   "occupation": {
    "soc": "13-1071",
    "label": "Human Resources Specialists"
   },
   "mapping": "exact",
   "roles": [
    "hr-specialist"
   ],
   "metrics": {
    "medianAnnualUsd": 75940,
    "entryFloorAnnualUsd": 47180,
    "employment": 912430
   }
  },
  {
   "occupation": {
    "soc": "13-2011",
    "label": "Accountants and Auditors"
   },
   "mapping": "exact",
   "roles": [
    "accountant"
   ],
   "metrics": {
    "medianAnnualUsd": 83680,
    "entryFloorAnnualUsd": 56020,
    "employment": 1449500
   }
  },
  {
   "occupation": {
    "soc": "27-1024",
    "label": "Graphic Designers"
   },
   "mapping": "exact",
   "roles": [
    "graphic-designer"
   ],
   "metrics": {
    "medianAnnualUsd": 62960,
    "entryFloorAnnualUsd": 39520,
    "employment": 197830
   }
  },
  {
   "occupation": {
    "soc": "27-3031",
    "label": "Public Relations Specialists"
   },
   "mapping": "closest",
   "roles": [
    "pr-manager"
   ],
   "metrics": {
    "medianAnnualUsd": 74750,
    "entryFloorAnnualUsd": 44110,
    "employment": 283380
   }
  },
  {
   "occupation": {
    "soc": "27-3042",
    "label": "Technical Writers"
   },
   "mapping": "exact",
   "roles": [
    "technical-writer"
   ],
   "metrics": {
    "medianAnnualUsd": 90390,
    "entryFloorAnnualUsd": 57440,
    "employment": 45500
   }
  },
  {
   "occupation": {
    "soc": "27-3043",
    "label": "Writers and Authors"
   },
   "mapping": "closest",
   "roles": [
    "copywriter",
    "content-manager"
   ],
   "metrics": {
    "medianAnnualUsd": 76910,
    "entryFloorAnnualUsd": 44310,
    "employment": 47940
   }
  }
 ]
}