{
  "id": "IA-0515",
  "version": "0.1",
  "date": "2026-11-02",
  "moteur": "0.3.1",
  "designation": "Agents publics en France, travail, 1 an",
  "titre_court": "Agents publics",
  "description": "Les 5,85 millions d'agents des trois fonctions publiques, enseignants, soignants, agents administratifs et techniques, pour la part qui se sert de l'IA au travail. Effectif de l'Insee fin 2024 ; la répartition par métier est une hypothèse.",
  "categorie": {
    "code": "monde",
    "nom": "Territoires"
  },
  "etage": {
    "code": "monde",
    "numero": "5",
    "nom": "Territoires"
  },
  "famille": {
    "code": "populations",
    "nom": "Populations"
  },
  "unite": "1 population · an",
  "grandeur": "electricite",
  "type": "recette",
  "statut": "estimé",
  "repose_sur": {
    "releves": 0,
    "conventions": 0,
    "hypotheses": 1
  },
  "valeur": {
    "electricite": {
      "valeur": 1397190000,
      "basse": 1291840000,
      "haute": 1701540000,
      "unite": "Wh",
      "fourchette": "propagee",
      "publie": false
    },
    "co2e": {
      "valeur": 640318000,
      "basse": 592037000,
      "haute": 779797000,
      "unite": "gCO2e",
      "publie": false,
      "lieu": "monde",
      "gCO2e_par_kWh": 458.29
    },
    "facteur": null,
    "recomposition_Wh": 1397190000
  },
  "lieux": {
    "monde": {
      "libelle": "Dans le monde",
      "gCO2e_par_kWh": 458.29,
      "co2e_gCO2e": 640318000
    },
    "france": {
      "libelle": "En France",
      "gCO2e_par_kWh": 41.44,
      "co2e_gCO2e": 57899500
    },
    "ue": {
      "libelle": "Dans l'Union européenne",
      "gCO2e_par_kWh": 209.9,
      "co2e_gCO2e": 293270000
    },
    "etats-unis": {
      "libelle": "Aux États-Unis",
      "gCO2e_par_kWh": 384.4,
      "co2e_gCO2e": 537080000
    },
    "allemagne": {
      "libelle": "En Allemagne",
      "gCO2e_par_kWh": 329.65,
      "co2e_gCO2e": 460583000
    },
    "irlande": {
      "libelle": "En Irlande",
      "gCO2e_par_kWh": 256.54,
      "co2e_gCO2e": 358435000
    },
    "pays-bas": {
      "libelle": "Aux Pays-Bas",
      "gCO2e_par_kWh": 253.56,
      "co2e_gCO2e": 354271000
    },
    "pologne": {
      "libelle": "En Pologne",
      "gCO2e_par_kWh": 588.6,
      "co2e_gCO2e": 822386000
    },
    "suede": {
      "libelle": "En Suède",
      "gCO2e_par_kWh": 35.26,
      "co2e_gCO2e": 49264900
    },
    "norvege": {
      "libelle": "En Norvège",
      "gCO2e_par_kWh": 28.11,
      "co2e_gCO2e": 39275000
    },
    "suisse": {
      "libelle": "En Suisse",
      "gCO2e_par_kWh": 39.22,
      "co2e_gCO2e": 54797800
    },
    "finlande": {
      "libelle": "En Finlande",
      "gCO2e_par_kWh": 57.47,
      "co2e_gCO2e": 80296500
    }
  },
  "parametres": [],
  "reglages": [
    {
      "dimension": "adoption",
      "actuel": "courant",
      "valeurs": [
        {
          "cle": "sobre",
          "libelle": "Usage sobre",
          "defaut": false,
          "electricite_Wh": 182744000,
          "co2e_gCO2e": 83749700
        },
        {
          "cle": "courant",
          "libelle": "Usage courant",
          "defaut": true,
          "electricite_Wh": 1397190000,
          "co2e_gCO2e": 640318000
        },
        {
          "cle": "intensif",
          "libelle": "Usage intensif",
          "defaut": false,
          "electricite_Wh": 7286930000,
          "co2e_gCO2e": 3339530000
        }
      ]
    },
    {
      "dimension": "outillage",
      "actuel": "assistant",
      "valeurs": [
        {
          "cle": "assistant",
          "libelle": "Assistant conversationnel",
          "defaut": true,
          "electricite_Wh": 1397190000,
          "co2e_gCO2e": 640318000
        },
        {
          "cle": "suite",
          "libelle": "IA dans la suite bureautique",
          "defaut": false,
          "electricite_Wh": 2031820000,
          "co2e_gCO2e": 931161000
        },
        {
          "cle": "agent",
          "libelle": "Agents",
          "defaut": false,
          "electricite_Wh": 13270000000,
          "co2e_gCO2e": 6081510000
        }
      ]
    },
    {
      "dimension": "classe",
      "actuel": "moyen",
      "valeurs": [
        {
          "cle": "petit",
          "libelle": "Petit modèle",
          "defaut": false,
          "electricite_Wh": 449420000,
          "co2e_gCO2e": 205964000
        },
        {
          "cle": "moyen",
          "libelle": "Modèle moyen",
          "defaut": true,
          "electricite_Wh": 1397190000,
          "co2e_gCO2e": 640318000
        },
        {
          "cle": "grand",
          "libelle": "Grand modèle",
          "defaut": false,
          "electricite_Wh": 4808940000,
          "co2e_gCO2e": 2203890000
        }
      ]
    },
    {
      "dimension": "raisonnement",
      "actuel": "sans",
      "valeurs": [
        {
          "cle": "sans",
          "libelle": "Sans raisonnement",
          "defaut": true,
          "electricite_Wh": 1397190000,
          "co2e_gCO2e": 640318000
        },
        {
          "cle": "moyen",
          "libelle": "Raisonnement moyen",
          "defaut": false,
          "electricite_Wh": 1903310000,
          "co2e_gCO2e": 872267000
        },
        {
          "cle": "pousse",
          "libelle": "Raisonnement poussé",
          "defaut": false,
          "electricite_Wh": 6348350000,
          "co2e_gCO2e": 2909390000
        }
      ]
    },
    {
      "dimension": "taille",
      "actuel": "standard",
      "valeurs": [
        {
          "cle": "standard",
          "libelle": "Image standard",
          "defaut": true,
          "electricite_Wh": 1397190000,
          "co2e_gCO2e": 640318000
        },
        {
          "cle": "grande",
          "libelle": "Grande image",
          "defaut": false,
          "electricite_Wh": 1633600000,
          "co2e_gCO2e": 748662000
        }
      ]
    },
    {
      "dimension": "calage",
      "actuel": "mesures",
      "valeurs": [
        {
          "cle": "mesures",
          "libelle": "Calé sur les chiffres publiés",
          "defaut": true,
          "electricite_Wh": 1397190000,
          "co2e_gCO2e": 640318000
        },
        {
          "cle": "bruts",
          "libelle": "Facteurs bruts",
          "defaut": false,
          "electricite_Wh": 1976650000,
          "co2e_gCO2e": 905880000
        }
      ]
    },
    {
      "dimension": "duree",
      "actuel": "an",
      "valeurs": [
        {
          "cle": "an",
          "libelle": "Un an",
          "defaut": true,
          "electricite_Wh": 1397190000,
          "co2e_gCO2e": 640318000
        },
        {
          "cle": "mois",
          "libelle": "Un mois",
          "defaut": false,
          "electricite_Wh": 116432000,
          "co2e_gCO2e": 53359800
        },
        {
          "cle": "jour",
          "libelle": "Un jour",
          "defaut": false,
          "electricite_Wh": 3827920,
          "co2e_gCO2e": 1754300
        }
      ]
    }
  ],
  "curseurs": [
    {
      "cle": "jours",
      "defaut": 220
    },
    {
      "cle": "secondes",
      "defaut": 5.4
    }
  ],
  "params": {
    "lieu": "monde",
    "adoption": "courant",
    "calage": "mesures",
    "classe": "moyen",
    "outillage": "assistant",
    "raisonnement": "sans",
    "secteur": "services",
    "taille": "standard",
    "t_mot": 1.6,
    "t_consigne": 40,
    "t_question": 100,
    "t_reponse": 400,
    "t_email": 240,
    "t_page": 640,
    "t_article": 1600,
    "t_document": 19200,
    "t_roman": 128000,
    "t_tolkien": 768000,
    "t_minute_parole": 240,
    "t_reunion": 17600,
    "t_page_web": 1600,
    "t_extrait": 320,
    "t_image_lue": 1100,
    "t_minute_audio_lue": 600,
    "t_minute_audio_ecrite": 1200,
    "t_ligne_code": 12,
    "t_fonction": 480,
    "t_fichier_code": 3600,
    "t_tableur": 9300,
    "t_consigne_systeme": 500,
    "part_utilisateurs": 0.25,
    "k_calage": 0.6556
  },
  "perimetre": {
    "court": "usage au travail, centre de données compris",
    "compte": "l'usage de l'IA au travail des agents publics, métier par métier, centre de données compris",
    "non_compte": "les services d'IA des administrations, l'usage personnel des agents et la fabrication des serveurs et l'entraînement des modèles"
  },
  "recette": [
    {
      "id": "IA-0304",
      "designation": "Manager ou dirigeant, 1 an",
      "role": "entree",
      "quantite": 55000,
      "unitaire_Wh": 811.161,
      "contribution_Wh": 44613800,
      "nature": "hypothese",
      "source": "insee-fonction-publique-2026",
      "note": "Dirigeants et managers de la fonction publique : 110 000 ; un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/manager-ou-dirigeant-1-an/"
    },
    {
      "id": "IA-0307",
      "designation": "Consultant, 1 an",
      "role": "entree",
      "quantite": 100000,
      "unitaire_Wh": 2118.57,
      "contribution_Wh": 211857000,
      "nature": "hypothese",
      "source": "insee-fonction-publique-2026",
      "note": "Ingénieurs, consultants et chargés d'études de la fonction publique : 200 000 ; un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/consultant-1-an/"
    },
    {
      "id": "IA-0308",
      "designation": "Juriste, 1 an",
      "role": "entree",
      "quantite": 25000,
      "unitaire_Wh": 1137.39,
      "contribution_Wh": 28434800,
      "nature": "hypothese",
      "source": "insee-fonction-publique-2026",
      "note": "Juristes de la fonction publique : 50 000 ; un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/juriste-1-an/"
    },
    {
      "id": "IA-0309",
      "designation": "Chercheur, 1 an",
      "role": "entree",
      "quantite": 50000,
      "unitaire_Wh": 1489.49,
      "contribution_Wh": 74474400,
      "nature": "hypothese",
      "source": "insee-fonction-publique-2026",
      "note": "Chercheurs de la fonction publique : 100 000 ; un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/chercheur-1-an/"
    },
    {
      "id": "IA-0305",
      "designation": "Chargé de communication, 1 an",
      "role": "entree",
      "quantite": 15000,
      "unitaire_Wh": 1739.58,
      "contribution_Wh": 26093800,
      "nature": "hypothese",
      "source": "insee-fonction-publique-2026",
      "note": "Chargés de communication et de marketing de la fonction publique : 30 000 ; un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/charge-de-communication-1-an/"
    },
    {
      "id": "IA-0302",
      "designation": "Chargé des ressources humaines, 1 an",
      "role": "entree",
      "quantite": 40000,
      "unitaire_Wh": 719.389,
      "contribution_Wh": 28775500,
      "nature": "hypothese",
      "source": "insee-fonction-publique-2026",
      "note": "Chargés des ressources humaines de la fonction publique : 80 000 ; un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/charge-des-ressources-humaines-1-an/"
    },
    {
      "id": "IA-0301",
      "designation": "Comptable, 1 an",
      "role": "entree",
      "quantite": 40000,
      "unitaire_Wh": 825.027,
      "contribution_Wh": 33001100,
      "nature": "hypothese",
      "source": "insee-fonction-publique-2026",
      "note": "Comptables et métiers de la finance de la fonction publique : 100 000 ; un usage de l'IA 1,6 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/comptable-1-an/"
    },
    {
      "id": "IA-0071",
      "designation": "Développeur, 1 an",
      "role": "entree",
      "quantite": 43750,
      "unitaire_Wh": 4345.18,
      "contribution_Wh": 190102000,
      "nature": "hypothese",
      "source": "insee-fonction-publique-2026",
      "note": "Développeurs de la fonction publique : 70 000 ; un usage de l'IA 2,5 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/developpeur-1-an/"
    },
    {
      "id": "IA-0073",
      "designation": "Salarié de bureau, 1 an",
      "role": "entree",
      "quantite": 318750,
      "unitaire_Wh": 1286.03,
      "contribution_Wh": 409922000,
      "nature": "hypothese",
      "source": "insee-fonction-publique-2026",
      "note": "Employés et techniciens de bureau de la fonction publique : 850 000 ; un usage de l'IA 1,5 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/salarie-de-bureau-1-an/"
    },
    {
      "id": "IA-0303",
      "designation": "Assistant de direction, 1 an",
      "role": "entree",
      "quantite": 56250,
      "unitaire_Wh": 1381.95,
      "contribution_Wh": 77734700,
      "nature": "hypothese",
      "source": "insee-fonction-publique-2026",
      "note": "Assistants et secrétaires de la fonction publique : 150 000 ; un usage de l'IA 1,5 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/assistant-de-direction-1-an/"
    },
    {
      "id": "IA-0316",
      "designation": "Enseignant, 1 an",
      "role": "entree",
      "quantite": 162500,
      "unitaire_Wh": 567.667,
      "contribution_Wh": 92245800,
      "nature": "hypothese",
      "source": "insee-fonction-publique-2026",
      "note": "Enseignants de la fonction publique : 1,00 million ; un usage de l'IA 0,65 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/enseignant-1-an/"
    },
    {
      "id": "IA-0315",
      "designation": "Métier de terrain (technicien, soignant), 1 an",
      "role": "entree",
      "quantite": 211250,
      "unitaire_Wh": 478.25,
      "contribution_Wh": 101030000,
      "nature": "hypothese",
      "source": "insee-fonction-publique-2026",
      "note": "Métiers qualifiés de terrain (soignants, techniciens, travail social) de la fonction publique : 1,30 million ; un usage de l'IA 0,65 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/metier-de-terrain-1-an/"
    },
    {
      "id": "IA-0315",
      "designation": "Métier de terrain (technicien, soignant), 1 an",
      "role": "entree",
      "quantite": 106875,
      "unitaire_Wh": 478.25,
      "contribution_Wh": 51112900,
      "nature": "hypothese",
      "source": "insee-fonction-publique-2026",
      "note": "Métiers de service et de vente de la fonction publique : 950 000 ; un usage de l'IA 0,45 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/metier-de-terrain-1-an/"
    },
    {
      "id": "IA-0315",
      "designation": "Métier de terrain (technicien, soignant), 1 an",
      "role": "entree",
      "quantite": 58110.8,
      "unitaire_Wh": 478.25,
      "contribution_Wh": 27791400,
      "nature": "hypothese",
      "source": "insee-fonction-publique-2026",
      "note": "Ouvriers, agriculteurs et métiers manuels de la fonction publique : 860 900 ; un usage de l'IA 0,27 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/metier-de-terrain-1-an/"
    }
  ],
  "lignage": [
    {
      "id": "IA-0073",
      "designation": "Salarié de bureau, 1 an",
      "etage": "activites",
      "quantite": 318750,
      "contribution_Wh": 409922000,
      "nature": "hypothese",
      "fait_de": [
        {
          "id": "IA-0209",
          "designation": "Faire une recherche web assistée par une IA",
          "etage": "taches",
          "quantite": 70125000,
          "contribution_Wh": 192575000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 409628000,
              "contribution_Wh": 131081000,
              "nature": "hypothese"
            },
            {
              "id": "IA-0049",
              "designation": "Faire une recherche web classique (référence)",
              "etage": "taches",
              "quantite": 140250000,
              "contribution_Wh": 42075000,
              "nature": "hypothese"
            },
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 20228500,
              "contribution_Wh": 19419400,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0042",
          "designation": "Poser une question rapide",
          "etage": "taches",
          "quantite": 168300000,
          "contribution_Wh": 50490000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0011",
              "designation": "Écrire 1 000 tokens",
              "etage": "machine",
              "quantite": 48548100,
              "contribution_Wh": 46606200,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 12137000,
              "contribution_Wh": 3883850,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0205",
          "designation": "Corriger ou reformuler une page",
          "etage": "taches",
          "quantite": 52593800,
          "contribution_Wh": 31556500,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 24274200,
              "contribution_Wh": 23303300,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 25791400,
              "contribution_Wh": 8253240,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0201",
          "designation": "Avoir une conversation de 10 échanges",
          "etage": "taches",
          "quantite": 8415000,
          "contribution_Wh": 29614600,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 24274200,
              "contribution_Wh": 23303300,
              "nature": "convention"
            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
              "etage": "machine",
              "quantite": 136543000,
              "contribution_Wh": 4369360,
              "nature": "hypothese"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 6068560,
              "contribution_Wh": 1941940,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0202",
          "designation": "Écrire un e-mail",
          "etage": "taches",
          "quantite": 105188000,
          "contribution_Wh": 24274200,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 18205700,
              "contribution_Wh": 17477500,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 21240000,
              "contribution_Wh": 6796790,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0207",
          "designation": "Résumer un document de 30 pages",
          "etage": "taches",
          "quantite": 4207500,
          "contribution_Wh": 20545700,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 58379600,
              "contribution_Wh": 18681500,
              "nature": "convention"
            },
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 1941940,
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            {
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            {
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    "page": "https://projetcelsius.com/ia/base/monde/agents-publics-en-france-travail/",
    "lien_court": "https://projetcelsius.com/ia/base/IA-0515/",
    "json": "https://projetcelsius.com/ia/base/monde/agents-publics-en-france-travail.json",
    "markdown": "https://projetcelsius.com/ia/base/monde/agents-publics-en-france-travail.md"
  },
  "licence": "CC BY 4.0",
  "citation": "Projet Celsius, Base Impact de l'IA, « Agents publics en France, travail, 1 an », IA-0515, version 0.1, 2 novembre 2026, projetcelsius.com/ia/base/IA-0515/ · CC BY 4.0."
}
