{
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                "desl": 2174718,
                "saldo": 440521
            },
            "202503": {
                "adm": 2260942,
                "desl": 2180894,
                "saldo": 80048
            },
            "202504": {
                "adm": 2324137,
                "desl": 2085964,
                "saldo": 238173
            },
            "202505": {
                "adm": 2282829,
                "desl": 2129786,
                "saldo": 153043
            },
            "202506": {
                "adm": 2169060,
                "desl": 2007120,
                "saldo": 161940
            },
            "202507": {
                "adm": 2271197,
                "desl": 2137413,
                "saldo": 133784
            },
            "202508": {
                "adm": 2265566,
                "desl": 2110883,
                "saldo": 154683
            },
            "202509": {
                "adm": 2309220,
                "desl": 2094532,
                "saldo": 214688
            },
            "202510": {
                "adm": 2295891,
                "desl": 2203294,
                "saldo": 92597
            },
            "202511": {
                "adm": 1995600,
                "desl": 1914132,
                "saldo": 81468
            },
            "202512": {
                "adm": 1535989,
                "desl": 2171067,
                "saldo": -635078
            },
            "202601": {
                "adm": 2249535,
                "desl": 2131748,
                "saldo": 117787
            },
            "202602": {
                "adm": 2419485,
                "desl": 2151329,
                "saldo": 268156
            },
            "202603": {
                "adm": 2555022,
                "desl": 2326889,
                "saldo": 228133
            },
            "202604": {
                "adm": 2296770,
                "desl": 2217162,
                "saldo": 79608
            },
            "202605": {
                "adm": 2236084,
                "desl": 2154436,
                "saldo": 81648
            },
            "202606": {
                "adm": 2243438,
                "desl": 2106479,
                "saldo": 136959
            },
            "202607": {
                "adm": 2278300,
                "desl": 2222385,
                "saldo": 55915
            },
            "202608": {
                "adm": 2294563,
                "desl": 2128736,
                "saldo": 165827
            }
        },
        "salario_admissao_por_escolaridade_12m": [
            {
                "esc": "1",
                "escolaridade": "Analfabeto",
                "adm": "119912",
                "desl": "117617",
                "saldo": "2295",
                "n_sal": "108044",
                "sal_adm_mediana": "1900.0",
                "sal_adm_media": "2986.03",
                "sal_adm_p25": "1675.04",
                "sal_adm_p75": "2172.49"
            },
            {
                "esc": "2",
                "escolaridade": "Até 5ª incompleto",
                "adm": "456381",
                "desl": "459492",
                "saldo": "-3111",
                "n_sal": "398541",
                "sal_adm_mediana": "1904.0",
                "sal_adm_media": "2103.48",
                "sal_adm_p25": "1664.0",
                "sal_adm_p75": "2296.8"
            },
            {
                "esc": "3",
                "escolaridade": "5ª completo (fundamental)",
                "adm": "310387",
                "desl": "327666",
                "saldo": "-17279",
                "n_sal": "253854",
                "sal_adm_mediana": "1896.0",
                "sal_adm_media": "2086.55",
                "sal_adm_p25": "1676.53",
                "sal_adm_p75": "2285.8"
            },
            {
                "esc": "4",
                "escolaridade": "6ª a 9ª (fundamental)",
                "adm": "1011317",
                "desl": "1026052",
                "saldo": "-14735",
                "n_sal": "899939",
                "sal_adm_mediana": "1872.5",
                "sal_adm_media": "2133.02",
                "sal_adm_p25": "1664.0",
                "sal_adm_p75": "2214.15"
            },
            {
                "esc": "5",
                "escolaridade": "Fundamental completo",
                "adm": "1651463",
                "desl": "1687723",
                "saldo": "-36260",
                "n_sal": "1481407",
                "sal_adm_mediana": "1922.22",
                "sal_adm_media": "2097.16",
                "sal_adm_p25": "1702.0",
                "sal_adm_p75": "2271.74"
            },
            {
                "esc": "6",
                "escolaridade": "Médio incompleto",
                "adm": "2051125",
                "desl": "1938569",
                "saldo": "112556",
                "n_sal": "1855727",
                "sal_adm_mediana": "1807.02",
                "sal_adm_media": "1885.85",
                "sal_adm_p25": "1621.0",
                "sal_adm_p75": "2107.17"
            },
            {
                "esc": "7",
                "escolaridade": "Médio completo",
                "adm": "17578402",
                "desl": "16763332",
                "saldo": "815070",
                "n_sal": "16251439",
                "sal_adm_mediana": "1912.0",
                "sal_adm_media": "6532.25",
                "sal_adm_p25": "1676.68",
                "sal_adm_p75": "2235.0"
            },
            {
                "esc": "8",
                "escolaridade": "Superior incompleto",
                "adm": "1069330",
                "desl": "1040500",
                "saldo": "28830",
                "n_sal": "1002448",
                "sal_adm_mediana": "2078.0",
                "sal_adm_media": "2494.22",
                "sal_adm_p25": "1739.21",
                "sal_adm_p75": "2636.45"
            },
            {
                "esc": "9",
                "escolaridade": "Superior completo",
                "adm": "2091145",
                "desl": "2104421",
                "saldo": "-13276",
                "n_sal": "1892303",
                "sal_adm_mediana": "3000.0",
                "sal_adm_media": "4282.79",
                "sal_adm_p25": "2049.86",
                "sal_adm_p75": "4750.0"
            },
            {
                "esc": "10",
                "escolaridade": "Mestrado",
                "adm": "46067",
                "desl": "43294",
                "saldo": "2773",
                "n_sal": "28749",
                "sal_adm_mediana": "6200.0",
                "sal_adm_media": "9862.26",
                "sal_adm_p25": "2859.58",
                "sal_adm_p75": "12000.0"
            },
            {
                "esc": "11",
                "escolaridade": "Doutorado",
                "adm": "17808",
                "desl": "17853",
                "saldo": "-45",
                "n_sal": "10975",
                "sal_adm_mediana": "5300.0",
                "sal_adm_media": "8405.71",
                "sal_adm_p25": "2607.94",
                "sal_adm_p75": "11000.0"
            },
            {
                "esc": "80",
                "escolaridade": "Pós-graduação completa",
                "adm": "306560",
                "desl": "295668",
                "saldo": "10892",
                "n_sal": "267909",
                "sal_adm_mediana": "5000.0",
                "sal_adm_media": "7335.69",
                "sal_adm_p25": "3000.0",
                "sal_adm_p75": "8882.0"
            }
        ],
        "processado_em": "2026-10-05",
        "datasets": [
            "/profissao/dados/caged/caged_brasil_mensal.csv",
            "/profissao/dados/caged/caged_cbo6_12m.csv",
            "/profissao/dados/caged/caged_areas_12m.csv",
            "/profissao/dados/caged/caged_municipio_mensal.csv",
            "/profissao/dados/caged/caged_escolaridade_12m.csv"
        ]
    },
    "areas": {
        "_fonte": {
            "rais": {
                "ano": 2025,
                "processado_em": "2026-09-17",
                "data_referencia": "2025-12-31",
                "csv": "/profissao/dados/rais/rais_areas_2025.csv",
                "ano_anterior": 2024,
                "comparavel": true
            },
            "caged": {
                "janela": [
                    "09/2025",
                    "08/2026"
                ],
                "janela_raw": [
                    "202509",
                    "202608"
                ],
                "processado_em": "2026-10-05",
                "metodo": "saldo = MOV + FOR − EXC por competência de movimentação (série com ajustes); admissão = saldomovimentação +1, desligamento = −1",
                "salario": "variável salário das admissões com unidade mensal (código 5) e valor > 0, R$ correntes, sem tratamento de outliers",
                "csv": "/profissao/dados/caged/caged_areas_12m.csv",
                "brasil_janela": {
                    "adm": 26709897,
                    "desl": 25822189,
                    "saldo": 887708
                }
            },
            "mapa": {
                "versao": "2026-09-16",
                "arquivo": "/profissao/dados/areas-cbo.json",
                "n_areas": 18
            },
            "regra_tag": "saldo 12m / estoque RAIS: ≥ +3% expansão; −1% a +3% estável; < −1% retração",
            "var_estoque": "variação do estoque calculada só no setor privado (natureza jurídica não pública), porque a cobertura da administração pública muda entre anos-base",
            "gerado_em": "2026-10-05"
        },
        "areas": [
            {
                "key": "industria",
                "nome": "Indústria e Manufatura",
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                    "3111",
                    "3114",
                    "3116",
                    "3117",
                    "7",
                    "8",
                    "91",
                    "95"
                ],
                "rais_ano": 2025,
                "vinculos": 8811232,
                "vinculos_publico": 284084,
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                "mediana_rais": 2612,
                "p25_rais": 2000,
                "p75_rais": 3738,
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                    "08/2026"
                ],
                "adm_12m": 4621468,
                "desl_12m": 4558768,
                "saldo_12m": 62700,
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                "taxa_saldo_pct": 0.71,
                "rotatividade_pct": 51.7,
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                "tag": "estavel",
                "vagas": 385122,
                "saldo": 5225,
                "salario": 2068,
                "reajuste": 5.5
            },
            {
                "key": "comercial",
                "nome": "Comercial e Vendas",
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                    "1414",
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                    "3541",
                    "3546",
                    "3547",
                    "4211",
                    "4223",
                    "5201",
                    "5211",
                    "5241"
                ],
                "rais_ano": 2025,
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                "p25_rais": 1695,
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                "var_mediana_pct": 5.3,
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                    "09/2025",
                    "08/2026"
                ],
                "adm_12m": 5041398,
                "desl_12m": 4972762,
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                "taxa_saldo_pct": 0.9,
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                "sal_adm_mediana": 1801,
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                "tag": "estavel",
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                "saldo": 5720,
                "salario": 1801,
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            },
            {
                "key": "administracao",
                "nome": "Administração e Gestão",
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                    "1421",
                    "2521",
                    "2523",
                    "3513",
                    "3515",
                    "4101",
                    "4110",
                    "4121",
                    "4122",
                    "4151"
                ],
                "rais_ano": 2025,
                "vinculos": 6949654,
                "vinculos_publico": 2075518,
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                "mediana_rais": 2594,
                "p25_rais": 1825,
                "p75_rais": 4361,
                "var_mediana_pct": 5,
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                    "09/2025",
                    "08/2026"
                ],
                "adm_12m": 2065927,
                "desl_12m": 2014074,
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                "saldo_mes": 4321,
                "taxa_saldo_pct": 0.75,
                "rotatividade_pct": 29,
                "sal_adm_mediana": 1949,
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                "tag": "estavel",
                "vagas": 172161,
                "saldo": 4321,
                "salario": 1949,
                "reajuste": 5
            },
            {
                "key": "educacao",
                "nome": "Educação",
                "cbo_prefixos": [
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                    "2321",
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                    "2332",
                    "2341",
                    "2342",
                    "2343",
                    "2344",
                    "2345",
                    "2346",
                    "2347",
                    "2348",
                    "2349",
                    "2391",
                    "2392",
                    "2394",
                    "3311",
                    "3312",
                    "3313",
                    "3321",
                    "3322",
                    "3331",
                    "3341"
                ],
                "rais_ano": 2025,
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                "adm_12m": 558289,
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                "taxa_saldo_pct": 0.2,
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                "salario": 1939,
                "reajuste": 6.2
            },
            {
                "key": "logistica",
                "nome": "Logística e Supply Chain",
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                    "3422",
                    "3423",
                    "3424",
                    "3425",
                    "3426",
                    "3542",
                    "3543",
                    "4141",
                    "4142",
                    "7821",
                    "7822",
                    "7825",
                    "7831",
                    "7832"
                ],
                "rais_ano": 2025,
                "vinculos": 4365922,
                "vinculos_publico": 66794,
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                "mediana_rais": 2646,
                "p25_rais": 2010,
                "p75_rais": 3661,
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                    "08/2026"
                ],
                "adm_12m": 2910782,
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                "tag": "expansao",
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                "salario": 2070,
                "reajuste": 4.9
            },
            {
                "key": "saude",
                "nome": "Saúde",
                "cbo_prefixos": [
                    "1312",
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                    "2232",
                    "2234",
                    "2235",
                    "2236",
                    "2237",
                    "2238",
                    "2239",
                    "2241",
                    "2251",
                    "2252",
                    "2253",
                    "2515",
                    "3221",
                    "3222",
                    "3223",
                    "3224",
                    "3225",
                    "3226",
                    "3241",
                    "3242",
                    "3251",
                    "3252",
                    "5151",
                    "5152"
                ],
                "rais_ano": 2025,
                "vinculos": 3825206,
                "vinculos_publico": 1703130,
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                "p25_rais": 2917,
                "p75_rais": 5791,
                "var_mediana_pct": 3.1,
                "caged_janela": [
                    "09/2025",
                    "08/2026"
                ],
                "adm_12m": 813207,
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                "saldo_mes": 8059,
                "taxa_saldo_pct": 2.53,
                "rotatividade_pct": 18.7,
                "sal_adm_mediana": 2648,
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                "tag": "estavel",
                "vagas": 67767,
                "saldo": 8059,
                "salario": 2648,
                "reajuste": 3.1
            },
            {
                "key": "hotelaria",
                "nome": "Hotelaria, Turismo e Eventos",
                "cbo_prefixos": [
                    "1415",
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                    "5111",
                    "5114",
                    "5132",
                    "5133",
                    "5134",
                    "5135",
                    "5136"
                ],
                "rais_ano": 2025,
                "vinculos": 3357438,
                "vinculos_publico": 212686,
                "vinculos_privado": 3144752,
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                "mediana_rais": 1943,
                "p25_rais": 1649,
                "p75_rais": 2394,
                "var_mediana_pct": 5.8,
                "caged_janela": [
                    "09/2025",
                    "08/2026"
                ],
                "adm_12m": 2313878,
                "desl_12m": 2163569,
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                "taxa_saldo_pct": 4.48,
                "rotatividade_pct": 64.4,
                "sal_adm_mediana": 1804,
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                "tag": "expansao",
                "vagas": 192823,
                "saldo": 12526,
                "salario": 1804,
                "reajuste": 5.8
            },
            {
                "key": "construcao",
                "nome": "Construção Civil",
                "cbo_prefixos": [
                    "2141",
                    "2142",
                    "3121",
                    "3122",
                    "3185",
                    "7102",
                    "7151",
                    "7152",
                    "7153",
                    "7154",
                    "7155",
                    "7156",
                    "7157",
                    "7163",
                    "7164",
                    "7165",
                    "7166",
                    "7170"
                ],
                "rais_ano": 2025,
                "vinculos": 2402620,
                "vinculos_publico": 149276,
                "vinculos_privado": 2253344,
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                "var_estoque_pct": 3.1,
                "mediana_rais": 2583,
                "p25_rais": 1996,
                "p75_rais": 3583,
                "var_mediana_pct": 6.3,
                "caged_janela": [
                    "09/2025",
                    "08/2026"
                ],
                "adm_12m": 1983080,
                "desl_12m": 1896333,
                "saldo_12m": 86747,
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                "saldo_mes": 7229,
                "taxa_saldo_pct": 3.61,
                "rotatividade_pct": 78.9,
                "sal_adm_mediana": 2230,
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                "tag": "expansao",
                "vagas": 165257,
                "saldo": 7229,
                "salario": 2230,
                "reajuste": 6.3
            },
            {
                "key": "agronegocio",
                "nome": "Agronegócio",
                "cbo_prefixos": [
                    "2221",
                    "2233",
                    "3211",
                    "3212",
                    "6"
                ],
                "rais_ano": 2025,
                "vinculos": 1847379,
                "vinculos_publico": 66466,
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                "pct_publico": 3.6,
                "var_estoque_pct": 1.6,
                "mediana_rais": 2344,
                "p25_rais": 1776,
                "p75_rais": 3277,
                "var_mediana_pct": 7.9,
                "caged_janela": [
                    "09/2025",
                    "08/2026"
                ],
                "adm_12m": 1229041,
                "desl_12m": 1233951,
                "saldo_12m": -4910,
                "adm_mes": 102420,
                "saldo_mes": -409,
                "taxa_saldo_pct": -0.27,
                "rotatividade_pct": 66.8,
                "sal_adm_mediana": 1860,
                "sal_adm_p25": 1638,
                "sal_adm_p75": 2232,
                "tag": "estavel",
                "vagas": 102420,
                "saldo": -409,
                "salario": 1860,
                "reajuste": 7.9
            },
            {
                "key": "seguranca",
                "nome": "Segurança e Vigilância",
                "cbo_prefixos": [
                    "2526",
                    "3518",
                    "5103",
                    "5171",
                    "5172",
                    "5173"
                ],
                "rais_ano": 2025,
                "vinculos": 1165609,
                "vinculos_publico": 425334,
                "vinculos_privado": 740275,
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                "var_estoque_pct": 3,
                "mediana_rais": 3162,
                "p25_rais": 2509,
                "p75_rais": 6161,
                "var_mediana_pct": 4.7,
                "caged_janela": [
                    "09/2025",
                    "08/2026"
                ],
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