{
 "jobs_by_state": {
  "answer": {
   "jobs": 3005352,
   "jobs_worldwide": 4871084,
   "previous_jobs": null,
   "states": [
    {
     "jobs": 298261,
     "place": "US-CA",
     "previous_jobs": null,
     "state": "California"
    },
    {
     "jobs": 282222,
     "place": "US-TX",
     "previous_jobs": null,
     "state": "Texas"
    },
    {
     "jobs": 174801,
     "place": "US-FL",
     "previous_jobs": null,
     "state": "Florida"
    },
    {
     "jobs": 162952,
     "place": "US-NY",
     "previous_jobs": null,
     "state": "New York"
    },
    {
     "jobs": 118138,
     "place": "US-OH",
     "previous_jobs": null,
     "state": "Ohio"
    },
    {
     "jobs": 114139,
     "place": "US-IL",
     "previous_jobs": null,
     "state": "Illinois"
    },
    {
     "jobs": 112344,
     "place": "US-PA",
     "previous_jobs": null,
     "state": "Pennsylvania"
    },
    {
     "jobs": 103711,
     "place": "US-VA",
     "previous_jobs": null,
     "state": "Virginia"
    },
    {
     "jobs": 102795,
     "place": "US-NC",
     "previous_jobs": null,
     "state": "North Carolina"
    },
    {
     "jobs": 101015,
     "place": "US-GA",
     "previous_jobs": null,
     "state": "Georgia"
    },
    {
     "jobs": 84439,
     "place": "US-MA",
     "previous_jobs": null,
     "state": "Massachusetts"
    },
    {
     "jobs": 76852,
     "place": "US-MI",
     "previous_jobs": null,
     "state": "Michigan"
    },
    {
     "jobs": 70615,
     "place": "US-AZ",
     "previous_jobs": null,
     "state": "Arizona"
    },
    {
     "jobs": 68869,
     "place": "US-NJ",
     "previous_jobs": null,
     "state": "New Jersey"
    },
    {
     "jobs": 67170,
     "place": "US-TN",
     "previous_jobs": null,
     "state": "Tennessee"
    },
    {
     "jobs": 66588,
     "place": "US-IN",
     "previous_jobs": null,
     "state": "Indiana"
    },
    {
     "jobs": 65638,
     "place": "US-WA",
     "previous_jobs": null,
     "state": "Washington"
    },
    {
     "jobs": 64793,
     "place": "US-CO",
     "previous_jobs": null,
     "state": "Colorado"
    },
    {
     "jobs": 61030,
     "place": "US-MN",
     "previous_jobs": null,
     "state": "Minnesota"
    },
    {
     "jobs": 60169,
     "place": "US-WI",
     "previous_jobs": null,
     "state": "Wisconsin"
    },
    {
     "jobs": 58580,
     "place": "US-MD",
     "previous_jobs": null,
     "state": "Maryland"
    },
    {
     "jobs": 57550,
     "place": "US-MO",
     "previous_jobs": null,
     "state": "Missouri"
    },
    {
     "jobs": 50131,
     "place": "US-SC",
     "previous_jobs": null,
     "state": "South Carolina"
    },
    {
     "jobs": 43712,
     "place": "US-AL",
     "previous_jobs": null,
     "state": "Alabama"
    },
    {
     "jobs": 36468,
     "place": "US-CT",
     "previous_jobs": null,
     "state": "Connecticut"
    },
    {
     "jobs": 36177,
     "place": "US-KY",
     "previous_jobs": null,
     "state": "Kentucky"
    },
    {
     "jobs": 35060,
     "place": "US-OR",
     "previous_jobs": null,
     "state": "Oregon"
    },
    {
     "jobs": 32289,
     "place": "US-LA",
     "previous_jobs": null,
     "state": "Louisiana"
    },
    {
     "jobs": 32063,
     "place": "US-OK",
     "previous_jobs": null,
     "state": "Oklahoma"
    },
    {
     "jobs": 31045,
     "place": "US-IA",
     "previous_jobs": null,
     "state": "Iowa"
    },
    {
     "jobs": 28597,
     "place": "US-UT",
     "previous_jobs": null,
     "state": "Utah"
    },
    {
     "jobs": 28106,
     "place": "US-KS",
     "previous_jobs": null,
     "state": "Kansas"
    },
    {
     "jobs": 27059,
     "place": "US-NV",
     "previous_jobs": null,
     "state": "Nevada"
    },
    {
     "jobs": 21644,
     "place": "US-DC",
     "previous_jobs": null,
     "state": "District of Columbia"
    },
    {
     "jobs": 20793,
     "place": "US-AR",
     "previous_jobs": null,
     "state": "Arkansas"
    },
    {
     "jobs": 20640,
     "place": "US-NM",
     "previous_jobs": null,
     "state": "New Mexico"
    },
    {
     "jobs": 19687,
     "place": "US-NH",
     "previous_jobs": null,
     "state": "New Hampshire"
    },
    {
     "jobs": 18906,
     "place": "US-NE",
     "previous_jobs": null,
     "state": "Nebraska"
    },
    {
     "jobs": 18319,
     "place": "US-MS",
     "previous_jobs": null,
     "state": "Mississippi"
    },
    {
     "jobs": 15993,
     "place": "US-ID",
     "previous_jobs": null,
     "state": "Idaho"
    },
    {
     "jobs": 12930,
     "place": "US-WV",
     "previous_jobs": null,
     "state": "West Virginia"
    },
    {
     "jobs": 12401,
     "place": "US-ME",
     "previous_jobs": null,
     "state": "Maine"
    },
    {
     "jobs": 11992,
     "place": "US-HI",
     "previous_jobs": null,
     "state": "Hawaii"
    },
    {
     "jobs": 10769,
     "place": "US-MT",
     "previous_jobs": null,
     "state": "Montana"
    },
    {
     "jobs": 10473,
     "place": "US-DE",
     "previous_jobs": null,
     "state": "Delaware"
    },
    {
     "jobs": 9728,
     "place": "US-ND",
     "previous_jobs": null,
     "state": "North Dakota"
    },
    {
     "jobs": 9577,
     "place": "US-RI",
     "previous_jobs": null,
     "state": "Rhode Island"
    },
    {
     "jobs": 8623,
     "place": "US-AK",
     "previous_jobs": null,
     "state": "Alaska"
    },
    {
     "jobs": 8547,
     "place": "US-SD",
     "previous_jobs": null,
     "state": "South Dakota"
    },
    {
     "jobs": 7520,
     "place": "US-VT",
     "previous_jobs": null,
     "state": "Vermont"
    },
    {
     "jobs": 5833,
     "place": "US-WY",
     "previous_jobs": null,
     "state": "Wyoming"
    },
    {
     "jobs": 0,
     "place": "US-PR",
     "previous_jobs": null,
     "state": "Puerto Rico"
    }
   ]
  },
  "as_of": "2026-10-14T23:43:33Z",
  "available": true,
  "checked": "checked: 208 of 208 sample cells matched (counts exact, pay and day figures within 0.01, shares within 0.0001)",
  "method": "Open jobs counted per US state of their locations; a job listed in two states counts in both.",
  "open_jobs": 3005352,
  "place": "US",
  "place_name": "United States",
  "question": "jobs_by_state",
  "search": {
   "api_url": "https://api.headcountlabs.com/v1/jobs?country=US",
   "search_jobs_filters": {
    "country": "US"
   }
  },
  "snapshot_id": "mi-20261014T234333Z",
  "summary": "As of 2026-10-14, from 3,005,352 open jobs."
 },
 "new_postings_employers": {
  "answer": {
   "jobs": 3005352,
   "new_jobs": 209357,
   "top": [
    {
     "employer": "AMN Healthcare",
     "new_jobs": 9163
    },
    {
     "employer": "Allied Universal",
     "new_jobs": 2398
    },
    {
     "employer": "Best Buy",
     "new_jobs": 1306
    },
    {
     "employer": "MasTec Inc",
     "new_jobs": 1224
    },
    {
     "employer": "Veterans Health Administration",
     "new_jobs": 1219
    },
    {
     "employer": "UHS",
     "new_jobs": 910
    },
    {
     "employer": "Ryder",
     "new_jobs": 783
    },
    {
     "employer": "Catalyst Brands",
     "new_jobs": 768
    },
    {
     "employer": "Kelly Services",
     "new_jobs": 750
    },
    {
     "employer": "Cracker Barrel Old Country Store, Inc.",
     "new_jobs": 737
    }
   ]
  },
  "as_of": "2026-10-14T23:43:33Z",
  "available": true,
  "checked": "checked: 208 of 208 sample cells matched (counts exact, pay and day figures within 0.01, shares within 0.0001)",
  "method": "Jobs first posted in the 7 days before the snapshot (the source's posted date, or when we first saw the job), counted per employer.",
  "open_jobs": 3005352,
  "place": "US",
  "place_name": "United States",
  "question": "new_postings_employers",
  "search": {
   "api_url": "https://api.headcountlabs.com/v1/jobs?posted_since=2026-10-07&country=US",
   "search_jobs_filters": {
    "country": "US",
    "posted_since": "2026-10-07"
   }
  },
  "snapshot_id": "mi-20261014T234333Z",
  "summary": "As of 2026-10-14, from 3,005,352 open jobs."
 },
 "pay": {
  "answer": {
   "hourly_usd": {
    "jobs": 703821,
    "median": 21.08,
    "p25": 17.5,
    "p75": 28.5
   },
   "jobs": 3005352,
   "jobs_with_pay": 1343095,
   "share_with_pay": 0.4469,
   "yearly_usd": {
    "jobs": 453497,
    "median": 107450,
    "p25": 75297,
    "p75": 158000
   }
  },
  "as_of": "2026-10-14T23:43:33Z",
  "available": true,
  "checked": "checked: 208 of 208 sample cells matched (counts exact, pay and day figures within 0.01, shares within 0.0001)",
  "method": "Posted USD pay from each job's first posting: the midpoint of the range, monthly pay times 12, yearly and hourly kept apart; quartiles need at least 10 jobs.",
  "open_jobs": 3005352,
  "place": "US",
  "place_name": "United States",
  "question": "pay",
  "search": {
   "api_url": "https://api.headcountlabs.com/v1/jobs?has_pay=true&country=US",
   "search_jobs_filters": {
    "country": "US",
    "has_pay": "true"
   }
  },
  "snapshot_id": "mi-20261014T234333Z",
  "summary": "As of 2026-10-14, from 3,005,352 open jobs."
 },
 "pay_transparency": {
  "answer": {
   "jobs": 3005352,
   "jobs_with_pay": 1343095,
   "share_with_pay": 0.4469,
   "states": [
    {
     "jobs": 65638,
     "jobs_with_pay": 46556,
     "place": "US-WA",
     "share_with_pay": 0.7093,
     "state": "Washington"
    },
    {
     "jobs": 162952,
     "jobs_with_pay": 113905,
     "place": "US-NY",
     "share_with_pay": 0.699,
     "state": "New York"
    },
    {
     "jobs": 84439,
     "jobs_with_pay": 58173,
     "place": "US-MA",
     "share_with_pay": 0.6889,
     "state": "Massachusetts"
    },
    {
     "jobs": 12401,
     "jobs_with_pay": 8430,
     "place": "US-ME",
     "share_with_pay": 0.6798,
     "state": "Maine"
    },
    {
     "jobs": 298261,
     "jobs_with_pay": 201617,
     "place": "US-CA",
     "share_with_pay": 0.676,
     "state": "California"
    },
    {
     "jobs": 61030,
     "jobs_with_pay": 40445,
     "place": "US-MN",
     "share_with_pay": 0.6627,
     "state": "Minnesota"
    },
    {
     "jobs": 114139,
     "jobs_with_pay": 75385,
     "place": "US-IL",
     "share_with_pay": 0.6605,
     "state": "Illinois"
    },
    {
     "jobs": 7520,
     "jobs_with_pay": 4964,
     "place": "US-VT",
     "share_with_pay": 0.6601,
     "state": "Vermont"
    },
    {
     "jobs": 64793,
     "jobs_with_pay": 42585,
     "place": "US-CO",
     "share_with_pay": 0.6572,
     "state": "Colorado"
    },
    {
     "jobs": 58580,
     "jobs_with_pay": 37269,
     "place": "US-MD",
     "share_with_pay": 0.6362,
     "state": "Maryland"
    },
    {
     "jobs": 11992,
     "jobs_with_pay": 7538,
     "place": "US-HI",
     "share_with_pay": 0.6286,
     "state": "Hawaii"
    },
    {
     "jobs": 21644,
     "jobs_with_pay": 13169,
     "place": "US-DC",
     "share_with_pay": 0.6084,
     "state": "District of Columbia"
    },
    {
     "jobs": 68869,
     "jobs_with_pay": 41859,
     "place": "US-NJ",
     "share_with_pay": 0.6078,
     "state": "New Jersey"
    },
    {
     "jobs": 103711,
     "jobs_with_pay": 61373,
     "place": "US-VA",
     "share_with_pay": 0.5918,
     "state": "Virginia"
    },
    {
     "jobs": 35060,
     "jobs_with_pay": 17768,
     "place": "US-OR",
     "share_with_pay": 0.5068,
     "state": "Oregon"
    },
    {
     "jobs": 36468,
     "jobs_with_pay": 17438,
     "place": "US-CT",
     "share_with_pay": 0.4782,
     "state": "Connecticut"
    },
    {
     "jobs": 9577,
     "jobs_with_pay": 4497,
     "place": "US-RI",
     "share_with_pay": 0.4696,
     "state": "Rhode Island"
    },
    {
     "jobs": 27059,
     "jobs_with_pay": 12276,
     "place": "US-NV",
     "share_with_pay": 0.4537,
     "state": "Nevada"
    },
    {
     "jobs": 5833,
     "jobs_with_pay": 2630,
     "place": "US-WY",
     "share_with_pay": 0.4509,
     "state": "Wyoming"
    },
    {
     "jobs": 9728,
     "jobs_with_pay": 4376,
     "place": "US-ND",
     "share_with_pay": 0.4498,
     "state": "North Dakota"
    },
    {
     "jobs": 8623,
     "jobs_with_pay": 3870,
     "place": "US-AK",
     "share_with_pay": 0.4488,
     "state": "Alaska"
    },
    {
     "jobs": 8547,
     "jobs_with_pay": 3824,
     "place": "US-SD",
     "share_with_pay": 0.4474,
     "state": "South Dakota"
    },
    {
     "jobs": 10473,
     "jobs_with_pay": 4575,
     "place": "US-DE",
     "share_with_pay": 0.4368,
     "state": "Delaware"
    },
    {
     "jobs": 10769,
     "jobs_with_pay": 4582,
     "place": "US-MT",
     "share_with_pay": 0.4255,
     "state": "Montana"
    },
    {
     "jobs": 28597,
     "jobs_with_pay": 11565,
     "place": "US-UT",
     "share_with_pay": 0.4044,
     "state": "Utah"
    },
    {
     "jobs": 20640,
     "jobs_with_pay": 8097,
     "place": "US-NM",
     "share_with_pay": 0.3923,
     "state": "New Mexico"
    },
    {
     "jobs": 70615,
     "jobs_with_pay": 26727,
     "place": "US-AZ",
     "share_with_pay": 0.3785,
     "state": "Arizona"
    },
    {
     "jobs": 15993,
     "jobs_with_pay": 5889,
     "place": "US-ID",
     "share_with_pay": 0.3682,
     "state": "Idaho"
    },
    {
     "jobs": 31045,
     "jobs_with_pay": 11226,
     "place": "US-IA",
     "share_with_pay": 0.3616,
     "state": "Iowa"
    },
    {
     "jobs": 60169,
     "jobs_with_pay": 21421,
     "place": "US-WI",
     "share_with_pay": 0.356,
     "state": "Wisconsin"
    },
    {
     "jobs": 112344,
     "jobs_with_pay": 39282,
     "place": "US-PA",
     "share_with_pay": 0.3497,
     "state": "Pennsylvania"
    },
    {
     "jobs": 19687,
     "jobs_with_pay": 6861,
     "place": "US-NH",
     "share_with_pay": 0.3485,
     "state": "New Hampshire"
    },
    {
     "jobs": 18906,
     "jobs_with_pay": 6516,
     "place": "US-NE",
     "share_with_pay": 0.3447,
     "state": "Nebraska"
    },
    {
     "jobs": 118138,
     "jobs_with_pay": 40356,
     "place": "US-OH",
     "share_with_pay": 0.3416,
     "state": "Ohio"
    },
    {
     "jobs": 102795,
     "jobs_with_pay": 34431,
     "place": "US-NC",
     "share_with_pay": 0.3349,
     "state": "North Carolina"
    },
    {
     "jobs": 57550,
     "jobs_with_pay": 18840,
     "place": "US-MO",
     "share_with_pay": 0.3274,
     "state": "Missouri"
    },
    {
     "jobs": 76852,
     "jobs_with_pay": 25037,
     "place": "US-MI",
     "share_with_pay": 0.3258,
     "state": "Michigan"
    },
    {
     "jobs": 66588,
     "jobs_with_pay": 21614,
     "place": "US-IN",
     "share_with_pay": 0.3246,
     "state": "Indiana"
    },
    {
     "jobs": 32063,
     "jobs_with_pay": 10348,
     "place": "US-OK",
     "share_with_pay": 0.3227,
     "state": "Oklahoma"
    },
    {
     "jobs": 174801,
     "jobs_with_pay": 55616,
     "place": "US-FL",
     "share_with_pay": 0.3182,
     "state": "Florida"
    },
    {
     "jobs": 67170,
     "jobs_with_pay": 21321,
     "place": "US-TN",
     "share_with_pay": 0.3174,
     "state": "Tennessee"
    },
    {
     "jobs": 12930,
     "jobs_with_pay": 4025,
     "place": "US-WV",
     "share_with_pay": 0.3113,
     "state": "West Virginia"
    },
    {
     "jobs": 101015,
     "jobs_with_pay": 31144,
     "place": "US-GA",
     "share_with_pay": 0.3083,
     "state": "Georgia"
    },
    {
     "jobs": 28106,
     "jobs_with_pay": 8596,
     "place": "US-KS",
     "share_with_pay": 0.3058,
     "state": "Kansas"
    },
    {
     "jobs": 36177,
     "jobs_with_pay": 10870,
     "place": "US-KY",
     "share_with_pay": 0.3005,
     "state": "Kentucky"
    },
    {
     "jobs": 282222,
     "jobs_with_pay": 83859,
     "place": "US-TX",
     "share_with_pay": 0.2971,
     "state": "Texas"
    },
    {
     "jobs": 20793,
     "jobs_with_pay": 6143,
     "place": "US-AR",
     "share_with_pay": 0.2954,
     "state": "Arkansas"
    },
    {
     "jobs": 50131,
     "jobs_with_pay": 14548,
     "place": "US-SC",
     "share_with_pay": 0.2902,
     "state": "South Carolina"
    },
    {
     "jobs": 43712,
     "jobs_with_pay": 11758,
     "place": "US-AL",
     "share_with_pay": 0.269,
     "state": "Alabama"
    },
    {
     "jobs": 32289,
     "jobs_with_pay": 8271,
     "place": "US-LA",
     "share_with_pay": 0.2562,
     "state": "Louisiana"
    },
    {
     "jobs": 18319,
     "jobs_with_pay": 4552,
     "place": "US-MS",
     "share_with_pay": 0.2485,
     "state": "Mississippi"
    },
    {
     "jobs": 0,
     "jobs_with_pay": 0,
     "place": "US-PR",
     "share_with_pay": null,
     "state": "Puerto Rico"
    }
   ]
  },
  "as_of": "2026-10-14T23:43:33Z",
  "available": true,
  "checked": "checked: 208 of 208 sample cells matched (counts exact, pay and day figures within 0.01, shares within 0.0001)",
  "method": "Share of open jobs in each state whose posting states a pay figure.",
  "open_jobs": 3005352,
  "place": "US",
  "place_name": "United States",
  "question": "pay_transparency",
  "search": {
   "api_url": "https://api.headcountlabs.com/v1/jobs?has_pay=true&country=US",
   "search_jobs_filters": {
    "country": "US",
    "has_pay": "true"
   }
  },
  "snapshot_id": "mi-20261014T234333Z",
  "summary": "As of 2026-10-14, from 3,005,352 open jobs."
 },
 "posting_age": {
  "answer": {
   "jobs": 3005352,
   "jobs_with_date": 3005352,
   "median_days": 43,
   "over_30_days": 1779746,
   "over_90_days": 937442,
   "p25_days": 20,
   "p75_days": 128
  },
  "as_of": "2026-10-14T23:43:33Z",
  "available": true,
  "checked": "checked: 208 of 208 sample cells matched (counts exact, pay and day figures within 0.01, shares within 0.0001)",
  "method": "Days from each open job's posted date to the snapshot date; quartiles and the counts over 30 and 90 days.",
  "open_jobs": 3005352,
  "place": "US",
  "place_name": "United States",
  "question": "posting_age",
  "search": {
   "api_url": "https://api.headcountlabs.com/v1/jobs?country=US",
   "search_jobs_filters": {
    "country": "US"
   }
  },
  "snapshot_id": "mi-20261014T234333Z",
  "summary": "As of 2026-10-14, from 3,005,352 open jobs."
 },
 "top_employers": {
  "answer": {
   "employers": 80496,
   "jobs": 3005352,
   "jobs_without_employer": 675343,
   "top": [
    {
     "employer": "H&R Block",
     "jobs": 42452
    },
    {
     "employer": "Costco",
     "jobs": 20164
    },
    {
     "employer": "AMN Healthcare",
     "jobs": 16320
    },
    {
     "employer": "Allied Universal",
     "jobs": 13128
    },
    {
     "employer": "Acosta",
     "jobs": 12510
    },
    {
     "employer": "Lifewise Academy",
     "jobs": 11413
    },
    {
     "employer": "Orkin LLC",
     "jobs": 10588
    },
    {
     "employer": "PetSmart",
     "jobs": 9717
    },
    {
     "employer": "ULTA Beauty",
     "jobs": 9713
    },
    {
     "employer": "Dhanani Group",
     "jobs": 8893
    }
   ]
  },
  "as_of": "2026-10-14T23:43:33Z",
  "available": true,
  "checked": "checked: 208 of 208 sample cells matched (counts exact, pay and day figures within 0.01, shares within 0.0001)",
  "method": "Open jobs counted per employer; an employer is its normalized name.",
  "open_jobs": 3005352,
  "place": "US",
  "place_name": "United States",
  "question": "top_employers",
  "search": {
   "api_url": "https://api.headcountlabs.com/v1/jobs?country=US",
   "search_jobs_filters": {
    "country": "US"
   }
  },
  "snapshot_id": "mi-20261014T234333Z",
  "summary": "As of 2026-10-14, from 3,005,352 open jobs."
 },
 "top_metros": {
  "answer": {
   "jobs": 3005352,
   "jobs_with_metro": 1585250,
   "top": [
    {
     "cbsa_code": "35620",
     "jobs": 86596,
     "metro": "New York-Newark-Jersey City, NY-NJ"
    },
    {
     "cbsa_code": "31080",
     "jobs": 57126,
     "metro": "Los Angeles-Long Beach-Anaheim, CA"
    },
    {
     "cbsa_code": "19100",
     "jobs": 55808,
     "metro": "Dallas-Fort Worth-Arlington, TX"
    },
    {
     "cbsa_code": "47900",
     "jobs": 50772,
     "metro": "Washington-Arlington-Alexandria, DC-VA-MD-WV"
    },
    {
     "cbsa_code": "16980",
     "jobs": 50485,
     "metro": "Chicago-Naperville-Elgin, IL-IN"
    },
    {
     "cbsa_code": "14460",
     "jobs": 40330,
     "metro": "Boston-Cambridge-Newton, MA-NH"
    },
    {
     "cbsa_code": "12060",
     "jobs": 40047,
     "metro": "Atlanta-Sandy Springs-Roswell, GA"
    },
    {
     "cbsa_code": "26420",
     "jobs": 39541,
     "metro": "Houston-Pasadena-The Woodlands, TX"
    },
    {
     "cbsa_code": "41860",
     "jobs": 35612,
     "metro": "San Francisco-Oakland-Fremont, CA"
    },
    {
     "cbsa_code": "37980",
     "jobs": 31775,
     "metro": "Philadelphia-Camden-Wilmington, PA-NJ-DE-MD"
    }
   ]
  },
  "as_of": "2026-10-14T23:43:33Z",
  "available": true,
  "checked": "checked: 208 of 208 sample cells matched (counts exact, pay and day figures within 0.01, shares within 0.0001)",
  "method": "Open US jobs counted per metro area (Census CBSA) of their locations; a job in two metros counts in both.",
  "open_jobs": 3005352,
  "place": "US",
  "place_name": "United States",
  "question": "top_metros",
  "search": {
   "api_url": "https://api.headcountlabs.com/v1/jobs?country=US",
   "search_jobs_filters": {
    "country": "US"
   }
  },
  "snapshot_id": "mi-20261014T234333Z",
  "summary": "As of 2026-10-14, from 3,005,352 open jobs."
 },
 "top_roles": {
  "answer": {
   "jobs": 3005352,
   "jobs_with_role": 1984887,
   "share_with_role": 0.6605,
   "top": [
    {
     "jobs": 41369,
     "new_jobs": 3284,
     "previous_jobs": null,
     "role": "Sales Associate"
    },
    {
     "jobs": 31259,
     "new_jobs": 3597,
     "previous_jobs": null,
     "role": "Registered Nurse"
    },
    {
     "jobs": 20501,
     "new_jobs": 9,
     "previous_jobs": null,
     "role": "Tax Associate"
    },
    {
     "jobs": 19253,
     "new_jobs": 1744,
     "previous_jobs": null,
     "role": "Retail Sales Associate"
    },
    {
     "jobs": 17252,
     "new_jobs": 1126,
     "previous_jobs": null,
     "role": "Cook"
    },
    {
     "jobs": 15520,
     "new_jobs": 1173,
     "previous_jobs": null,
     "role": "Manager"
    },
    {
     "jobs": 15424,
     "new_jobs": 681,
     "previous_jobs": null,
     "role": "Server"
    },
    {
     "jobs": 15120,
     "new_jobs": 1071,
     "previous_jobs": null,
     "role": "Maintenance Technician"
    },
    {
     "jobs": 14875,
     "new_jobs": 1096,
     "previous_jobs": null,
     "role": "Licensed Practical Nurse"
    },
    {
     "jobs": 14159,
     "new_jobs": 1037,
     "previous_jobs": null,
     "role": "Physical Therapist"
    },
    {
     "jobs": 14055,
     "new_jobs": 757,
     "previous_jobs": null,
     "role": "Assistant Manager"
    },
    {
     "jobs": 14010,
     "new_jobs": 529,
     "previous_jobs": null,
     "role": "Team Member"
    },
    {
     "jobs": 13189,
     "new_jobs": 755,
     "previous_jobs": null,
     "role": "Software Engineer"
    },
    {
     "jobs": 12391,
     "new_jobs": 1007,
     "previous_jobs": null,
     "role": "Director"
    },
    {
     "jobs": 11905,
     "new_jobs": 0,
     "previous_jobs": null,
     "role": "Tax Professional"
    },
    {
     "jobs": 11829,
     "new_jobs": 728,
     "previous_jobs": null,
     "role": "Caregiver"
    },
    {
     "jobs": 11563,
     "new_jobs": 805,
     "previous_jobs": null,
     "role": "Cashier"
    },
    {
     "jobs": 11096,
     "new_jobs": 835,
     "previous_jobs": null,
     "role": "Certified Nursing Assistant"
    },
    {
     "jobs": 10646,
     "new_jobs": 749,
     "previous_jobs": null,
     "role": "Customer Service Representative"
    },
    {
     "jobs": 10558,
     "new_jobs": 508,
     "previous_jobs": null,
     "role": "Project Manager"
    }
   ]
  },
  "as_of": "2026-10-14T23:43:33Z",
  "available": true,
  "checked": "checked: 208 of 208 sample cells matched (counts exact, pay and day figures within 0.01, shares within 0.0001)",
  "method": "Each job title matched to a standard role from 200,000 labelled titles; titles with no match are left out of the ranking.",
  "open_jobs": 3005352,
  "place": "US",
  "place_name": "United States",
  "question": "top_roles",
  "search": {
   "api_url": "https://api.headcountlabs.com/v1/jobs?country=US",
   "search_jobs_filters": {
    "country": "US"
   }
  },
  "snapshot_id": "mi-20261014T234333Z",
  "summary": "As of 2026-10-14, from 3,005,352 open jobs."
 },
 "work_arrangement": {
  "answer": {
   "hybrid": 63535,
   "in_person": 551148,
   "jobs": 3005352,
   "remote": 67747,
   "share_of_stated": {
    "hybrid": 0.0931,
    "in_person": 0.8076,
    "remote": 0.0993
   },
   "unstated": 2322922
  },
  "as_of": "2026-10-14T23:43:33Z",
  "available": true,
  "checked": "checked: 208 of 208 sample cells matched (counts exact, pay and day figures within 0.01, shares within 0.0001)",
  "method": "Each job's stated work arrangement; shares are of the jobs that state one, and most jobs state none.",
  "open_jobs": 3005352,
  "place": "US",
  "place_name": "United States",
  "question": "work_arrangement",
  "search": {
   "api_url": "https://api.headcountlabs.com/v1/jobs?country=US",
   "search_jobs_filters": {
    "country": "US"
   }
  },
  "snapshot_id": "mi-20261014T234333Z",
  "summary": "As of 2026-10-14, from 3,005,352 open jobs."
 }
}