{
  "export_version": "1.4.0",
  "store_schema": 3,
  "generated_at": "2026-10-23T19:36:29.304Z",
  "scope": "Go-to-market, customer-facing and adjacent careers (sales, customer success, services, product, partnerships, community, RevOps, enablement, people) in the US; see \"families\". Retail/hourly in-store roles and explicitly commission-only roles excluded; commission-heavy roles are flagged (commission_risk), not excluded.",
  "families": {
    "account_executive": {
      "label": "Account executive & enterprise sales",
      "dept": "sales"
    },
    "sales_rep": {
      "label": "Sales representative & territory",
      "dept": "sales"
    },
    "sales_development": {
      "label": "SDR / BDR (individual contributor)",
      "dept": "sales"
    },
    "sdr_management": {
      "label": "SDR / BDR management",
      "dept": "sales"
    },
    "sales_leadership": {
      "label": "Sales leadership",
      "dept": "sales"
    },
    "solutions_consulting": {
      "label": "Solutions consulting & presales",
      "dept": "sales"
    },
    "account_manager": {
      "label": "Account management",
      "dept": "cs"
    },
    "customer_success": {
      "label": "Customer success",
      "dept": "cs"
    },
    "professional_services": {
      "label": "Implementation & customer transformation",
      "dept": "services"
    },
    "ai_deployment": {
      "label": "AI adoption, deployment & forward-deployed",
      "dept": "services"
    },
    "product_management": {
      "label": "Product management",
      "dept": "product"
    },
    "product_ops": {
      "label": "Product operations",
      "dept": "product"
    },
    "partnerships": {
      "label": "Partnerships & alliances",
      "dept": "partnerships"
    },
    "community_creator": {
      "label": "Community & creator partnerships",
      "dept": "marketing"
    },
    "marketing_programs": {
      "label": "Product & customer marketing, advocacy, competitive intel",
      "dept": "marketing"
    },
    "recruiting": {
      "label": "Recruiting & talent acquisition",
      "dept": "people"
    },
    "buyer_side": {
      "label": "Vendor management, VC platform, AI trainer & other pivots",
      "dept": "beyond"
    },
    "revenue_ops": {
      "label": "RevOps, GTM strategy & operations",
      "dept": "revops"
    },
    "enablement": {
      "label": "Enablement & customer education",
      "dept": "revops"
    },
    "learning_development": {
      "label": "Learning & development",
      "dept": "people"
    },
    "employee_experience": {
      "label": "Employee & workplace experience",
      "dept": "people"
    }
  },
  "counts": {
    "jobs": 47889,
    "remote": 10103,
    "remote_us_without_city": 5342,
    "local_or_located": 38573,
    "states": 52,
    "metros": 722,
    "counties": 1308,
    "cities": 4966,
    "employers": 8139,
    "with_pay": 11302,
    "listed_jobs": 22775
  },
  "freshness": {
    "max_posting_age_days": 365,
    "must_be_seen_within_days": 10,
    "note": "Excludes postings whose employer posted date is older than max_posting_age_days, and any posting not re-confirmed on its employer board within must_be_seen_within_days. posted_at = employer date; first_seen/last_seen = this engine."
  },
  "refresh": {
    "schedule": "daily 05:30 America/Los_Angeles (launchd com.careerops.jobdata)",
    "incremental": true,
    "note": "Each run re-checks boards that are due (busy daily, quiet weekly, empty fortnightly). Consumers should compare generated_at."
  },
  "coverage_by_system": [
    {
      "ats": "adp",
      "boards": 4247,
      "active": 1013,
      "empty": 269,
      "failing": 0,
      "blocked_by_robots": 0,
      "unchecked": 2965
    },
    {
      "ats": "adp-myjobs",
      "boards": 334,
      "active": 318,
      "empty": 5,
      "failing": 11,
      "blocked_by_robots": 0,
      "unchecked": 0
    },
    {
      "ats": "ashby",
      "boards": 3639,
      "active": 2960,
      "empty": 215,
      "failing": 463,
      "blocked_by_robots": 0,
      "unchecked": 1
    },
    {
      "ats": "bamboohr",
      "boards": 6706,
      "active": 4687,
      "empty": 1194,
      "failing": 819,
      "blocked_by_robots": 0,
      "unchecked": 6
    },
    {
      "ats": "careerplug",
      "boards": 271,
      "active": 130,
      "empty": 47,
      "failing": 93,
      "blocked_by_robots": 0,
      "unchecked": 1
    },
    {
      "ats": "dayforce",
      "boards": 1664,
      "active": 1466,
      "empty": 149,
      "failing": 46,
      "blocked_by_robots": 0,
      "unchecked": 3
    },
    {
      "ats": "greenhouse",
      "boards": 6135,
      "active": 4328,
      "empty": 413,
      "failing": 1393,
      "blocked_by_robots": 0,
      "unchecked": 1
    },
    {
      "ats": "icims",
      "boards": 3922,
      "active": 1337,
      "empty": 177,
      "failing": 2195,
      "blocked_by_robots": 212,
      "unchecked": 1
    },
    {
      "ats": "jazzhr",
      "boards": 656,
      "active": 468,
      "empty": 135,
      "failing": 53,
      "blocked_by_robots": 0,
      "unchecked": 0
    },
    {
      "ats": "jobvite",
      "boards": 765,
      "active": 373,
      "empty": 49,
      "failing": 165,
      "blocked_by_robots": 0,
      "unchecked": 178
    },
    {
      "ats": "lever",
      "boards": 306,
      "active": 223,
      "empty": 10,
      "failing": 69,
      "blocked_by_robots": 0,
      "unchecked": 4
    },
    {
      "ats": "oraclecloud",
      "boards": 2087,
      "active": 1880,
      "empty": 183,
      "failing": 22,
      "blocked_by_robots": 0,
      "unchecked": 2
    },
    {
      "ats": "paylocity",
      "boards": 8399,
      "active": 6958,
      "empty": 1220,
      "failing": 213,
      "blocked_by_robots": 0,
      "unchecked": 8
    },
    {
      "ats": "rippling",
      "boards": 1792,
      "active": 1362,
      "empty": 419,
      "failing": 10,
      "blocked_by_robots": 0,
      "unchecked": 1
    },
    {
      "ats": "smartrecruiters",
      "boards": 1422,
      "active": 0,
      "empty": 0,
      "failing": 1,
      "blocked_by_robots": 1420,
      "unchecked": 1
    },
    {
      "ats": "ukg",
      "boards": 4546,
      "active": 0,
      "empty": 0,
      "failing": 147,
      "blocked_by_robots": 4397,
      "unchecked": 2
    },
    {
      "ats": "ukg-ready",
      "boards": 22,
      "active": 0,
      "empty": 0,
      "failing": 0,
      "blocked_by_robots": 21,
      "unchecked": 1
    },
    {
      "ats": "workable",
      "boards": 5818,
      "active": 656,
      "empty": 1009,
      "failing": 4153,
      "blocked_by_robots": 0,
      "unchecked": 0
    },
    {
      "ats": "workday",
      "boards": 6087,
      "active": 1450,
      "empty": 245,
      "failing": 307,
      "blocked_by_robots": 0,
      "unchecked": 4085
    }
  ],
  "coverage": {
    "status": "partial",
    "incomplete_systems": [
      {
        "system": "adp",
        "boards": 4247,
        "unchecked_share": 0.7,
        "failing_share": 0,
        "blocked_by_robots": 0
      },
      {
        "system": "careerplug",
        "boards": 271,
        "unchecked_share": 0,
        "failing_share": 0.34,
        "blocked_by_robots": 0
      },
      {
        "system": "greenhouse",
        "boards": 6135,
        "unchecked_share": 0,
        "failing_share": 0.23,
        "blocked_by_robots": 0
      },
      {
        "system": "icims",
        "boards": 3922,
        "unchecked_share": 0,
        "failing_share": 0.56,
        "blocked_by_robots": 212
      },
      {
        "system": "jobvite",
        "boards": 765,
        "unchecked_share": 0.23,
        "failing_share": 0.22,
        "blocked_by_robots": 0
      },
      {
        "system": "lever",
        "boards": 306,
        "unchecked_share": 0.01,
        "failing_share": 0.23,
        "blocked_by_robots": 0
      },
      {
        "system": "smartrecruiters",
        "boards": 1422,
        "unchecked_share": 0,
        "failing_share": 0,
        "blocked_by_robots": 1420
      },
      {
        "system": "ukg",
        "boards": 4546,
        "unchecked_share": 0,
        "failing_share": 0.03,
        "blocked_by_robots": 4397
      },
      {
        "system": "ukg-ready",
        "boards": 22,
        "unchecked_share": 0.05,
        "failing_share": 0,
        "blocked_by_robots": 21
      },
      {
        "system": "workable",
        "boards": 5818,
        "unchecked_share": 0,
        "failing_share": 0.71,
        "blocked_by_robots": 0
      },
      {
        "system": "workday",
        "boards": 6087,
        "unchecked_share": 0.67,
        "failing_share": 0.05,
        "blocked_by_robots": 0
      }
    ],
    "low_sample_threshold": 10,
    "location_quality": {
      "remote_no_location": 3951,
      "county": 9444,
      "state_only": 3010,
      "unresolved": 2171,
      "metro": 4199
    }
  },
  "provenance": {
    "postings": "Collected from employers' own public job boards / applicant-tracking systems (Greenhouse, Lever, Ashby, Workday, iCIMS, BambooHR, SmartRecruiters, Oracle Recruiting, Workable, Rippling, Jobvite, Paylocity, ADP, UKG, Dayforce, JazzHR, CareerPlug). url is the employer's original posting.",
    "employer_discovery": "commoncrawl = Common Crawl public URL index; jobspy = employer apply links found via job-search results (link only, no listing content); both may apply.",
    "geography": "US Census 2023 Gazetteer places, 2020 place/county codes, 2023 CBSA delineation (public domain).",
    "collectors": "Paylocity, ADP, UKG, Dayforce, JazzHR, CareerPlug collectors ported from FreeHire (MIT)."
  },
  "rights": {
    "public_use": "per row (redistributable | aggregate_only | local_only), from jobdata/rights.json — an evidence-based per-system policy, see jobdata/RIGHTS.md. Not legal advice.",
    "census_notice": "This product uses the Census Bureau Data API but is not endorsed or certified by the Census Bureau.",
    "basis": "Each row carries factual fields (title, employer, location, employer-advertised pay, dates) from postings employers publish for public applicants, plus a link to the original. No job descriptions or other copyrighted text are redistributed. No third-party aggregator listings (Indeed, LinkedIn, Glassdoor), no Metaintro data, no CC BY-NC employer lists, no estimated salaries.",
    "attribution": "Link to the original posting (url) when displaying a job.",
    "policy": "jobdata/rights.json (see jobdata/RIGHTS.md)",
    "policy_version": "2026-10-23",
    "listings_from": [
      "ashby",
      "careerplug",
      "greenhouse",
      "jazzhr",
      "lever",
      "workable"
    ],
    "aggregates_only_from": [
      "adp",
      "adp-myjobs",
      "bamboohr",
      "dayforce",
      "icims",
      "jobvite",
      "oraclecloud",
      "paylocity",
      "rippling",
      "workday"
    ],
    "excluded": [
      "smartrecruiters",
      "ukg",
      "ukg-ready"
    ]
  },
  "notes": [
    "Counts describe postings this engine has collected from the listed hiring systems, NOT all jobs in a place. Unchecked or failing boards (coverage_by_system) mean coverage is incomplete.",
    "Pay is employer-advertised only, annual (pay_period \"year\"); hourly figures are never annualized. pay_basis: base | ote | total | unstated — areas report each basis separately and never average them together.",
    "Areas count a posting once in EACH area it lists (multi-location postings appear in several). local = on-site/hybrid/unspecified; remote postings are counted separately (remote_postings_listing_area, and remote_us).",
    "cbsa is null for places outside any metro/micropolitan area; county_fips is present for every resolved US place.",
    "Area counts include systems cleared for aggregate publication; jobs.json and jobs/ slices list postings only from systems cleared for listing redistribution, so area counts can exceed listed jobs."
  ]
}