Informations Rapides ·
4 January 2024 · n° 2
In Q3 2023, payroll employment was stable or up slightly in almost all regions Localized employment and unemployment rates (by region and department) - third quarter
2023
Between the end of June 2023 and the end of September 2023, payroll employment in France as a whole (excluding Mayotte) remained virtually stable (+0.1%), as in the previous quarter. Payroll employment in industry (+0.4%) and in market services excluding temporary work (+0.3%) increased again, while temporary work fell for the third consecutive quarter (‑2.1%).
At regional level, payroll employment was almost stable (between -0.1% and +0.1%) in a third of regions. It increased by between 0.2% and 0.3%, i.e. at a slightly higher rate than at national level, in eight regions, and by at least 0.4% in Guyane and La Réunion. It decreased in only one region, the Grand Est (‑0.2%, as in the previous quarter).
Between the end of June 2023 and the end of September 2023, payroll employment in France as a whole (excluding Mayotte) remained virtually stable (+0.1%), as in the previous quarter. Payroll employment in industry (+0.4%) and in market services excluding temporary work (+0.3%) increased again, while temporary work fell for the third consecutive quarter (‑2.1%).
At regional level, payroll employment was almost stable (between -0.1% and +0.1%) in a third of regions. It increased by between 0.2% and 0.3%, i.e. at a slightly higher rate than at national level, in eight regions, and by at least 0.4% in Guyane and La Réunion. It decreased in only one region, the Grand Est (‑0.2%, as in the previous quarter).
tableauChange in payroll employment (regions) between the end of June 2023 and the end of September 2023 (in %)
Change in payroll employment (in %) | |
---|---|
Auvergne-Rhône-Alpes | 0.3 |
Bourgogne-Franche-Comté | -0.1 |
Bretagne | 0.2 |
Centre-Val de Loire | 0.0 |
Corse | 0.3 |
France hors Mayotte | 0.1 |
Grand Est | -0.2 |
Guadeloupe | 0.0 |
Guyane | 0.5 |
Hauts-de-France | -0.1 |
Île-de-France | 0.3 |
La Réunion | 0.4 |
Martinique | 0.2 |
Normandie | 0.0 |
Nouvelle-Aquitaine | 0.0 |
Occitanie | 0.2 |
Pays de la Loire | 0.2 |
Provence-Alpes-Côte d'Azur | 0.2 |
- Note: seasonally adjusted data at the end of the quarter.
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
graphiqueChange in payroll employment (regions) between the end of June 2023 and the end of September 2023 (in %)

- Note: seasonally adjusted data at the end of the quarter.
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
At departmental level, payroll employment was almost stable in Q3 2023 in a third of the departments. It rose by between 0.2% and 0.3%, slightly above the national level, in 24 departments, and by at least 0.4% in 14 departments. The increase is the strongest in Ardèche (+0.8%). Conversely, it fell in 29 departments, particularly in Somme (‑0.7%), Haute-Marne and Haute-Saône (‑0.6%).
tableauChange in payroll employment (departments) between the end of June 2023 and the end of September 2023 (in %)
Change in payroll employment (in %) | |
---|---|
Ain | 0.0 |
Aisne | -0.2 |
Allier | 0.1 |
Alpes-de-Haute-Provence | -0.2 |
Alpes-Maritimes | 0.1 |
Ardèche | 0.8 |
Ardennes | -0.4 |
Ariège | -0.4 |
Aube | -0.2 |
Aude | 0.1 |
Aveyron | 0.2 |
Bas-Rhin | 0.0 |
Bouches-du-Rhône | 0.4 |
Calvados | 0.0 |
Cantal | -0.3 |
Charente | -0.5 |
Charente-Maritime | 0.4 |
Cher | 0.1 |
Corrèze | -0.2 |
Corse-du-Sud | 0.3 |
Côte-d'Or | 0.1 |
Côtes-d'Armor | 0.0 |
Creuse | -0.3 |
Deux-Sèvres | 0.0 |
Dordogne | -0.1 |
Doubs | 0.1 |
Drôme | 0.3 |
Essonne | 0.3 |
Eure | -0.2 |
Eure-et-Loir | 0.1 |
Finistère | 0.1 |
Gard | -0.1 |
Gers | 0.1 |
Gironde | 0.2 |
Guadeloupe (département) | 0.0 |
Guyane (département) | 0.5 |
Haut-Rhin | -0.2 |
Haute-Corse | 0.4 |
Haute-Garonne | 0.5 |
Haute-Loire | 0.0 |
Haute-Marne | -0.6 |
Haute-Saône | -0.6 |
Haute-Savoie | 0.5 |
Haute-Vienne | -0.3 |
Hautes-Alpes | 0.3 |
Hautes-Pyrénées | 0.2 |
Hauts-de-Seine | 0.4 |
Hérault | 0.2 |
Ille-et-Vilaine | 0.3 |
Indre | 0.2 |
Indre-et-Loire | 0.3 |
Isère | 0.2 |
Jura | -0.1 |
La Réunion (département) | 0.4 |
Landes | 0.2 |
Loir-et-Cher | -0.2 |
Loire | 0.2 |
Loire-Atlantique | 0.1 |
Loiret | -0.2 |
Lot | -0.4 |
Lot-et-Garonne | 0.2 |
Lozère | 0.5 |
Maine-et-Loire | 0.3 |
Manche | 0.0 |
Marne | -0.3 |
Martinique (département) | 0.2 |
Mayenne | -0.5 |
Meurthe-et-Moselle | 0.2 |
Meuse | 0.0 |
Morbihan | 0.4 |
Moselle | -0.5 |
Nièvre | -0.2 |
Nord | -0.1 |
Oise | 0.0 |
Orne | -0.1 |
Paris | 0.3 |
Pas-de-Calais | 0.0 |
Puy-de-Dôme | -0.2 |
Pyrénées-Atlantiques | 0.2 |
Pyrénées-Orientales | 0.0 |
Rhône | 0.3 |
Saône-et-Loire | -0.2 |
Sarthe | -0.4 |
Savoie | 0.7 |
Seine-et-Marne | 0.1 |
Seine-Maritime | 0.2 |
Seine-Saint-Denis | 0.6 |
Somme | -0.7 |
Tarn | -0.1 |
Tarn-et-Garonne | -0.1 |
Territoire de Belfort | -0.4 |
Val-d'Oise | 0.1 |
Val-de-Marne | 0.2 |
Var | 0.2 |
Vaucluse | -0.1 |
Vendée | 0.6 |
Vienne | -0.4 |
Vosges | 0.0 |
Yonne | -0.3 |
Yvelines | -0.2 |
- Note: seasonally adjusted data at the end of the quarter.
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
graphiqueChange in payroll employment (departments) between the end of June 2023 and the end of September 2023 (in %)

- Note: seasonally adjusted data at the end of the quarter.
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
Payroll employment was above its level of a year earlier in all regions, except in the North-East quarter
At the national level, in Q3 2023, total payroll employment was 0.8% higher than in Q3 2022. It was above its level of one year earlier in all regions except the North-East quarter: it was stable in the Grand Est and Bourgogne-Franche-Comté, and fell in Hauts-de-France (‑0.3%). In three regions, payroll employment increased less than at national level: in particular, it rose slightly in Normandie and Centre Val-de-Loire (+0.3%). Over one year, payroll employment increased by between 0.8% and 1.5% in eight regions, and was well above its level of a year earlier in Guyane (+2.9%), Martinique (+1.8%) and Bretagne (+1.7%).
tableauChange in payroll employment (regions) between September 2022 and September 2023 (in %)
Change in payroll employment (in %) | |
---|---|
Auvergne-Rhône-Alpes | 0.8 |
Bourgogne-Franche-Comté | 0.0 |
Bretagne | 1.7 |
Centre-Val de Loire | 0.3 |
Corse | 0.9 |
France hors Mayotte | 0.8 |
Grand Est | 0.0 |
Guadeloupe | 1.1 |
Guyane | 2.9 |
Hauts-de-France | -0.3 |
Île-de-France | 1.1 |
La Réunion | 1.4 |
Martinique | 1.8 |
Normandie | 0.3 |
Nouvelle-Aquitaine | 0.7 |
Occitanie | 1.1 |
Pays de la Loire | 1.1 |
Provence-Alpes-Côte d'Azur | 1.0 |
- How to read it: the ranges enable to visualize whether the regions have evolved more or less rapidly compared to the national level (+0.8% between the end of September 2022 and the end of September 2023).
- Note: seasonally adjusted data at the end of the quarter.
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
graphiqueChange in payroll employment (regions) between September 2022 and September 2023 (in %)

- How to read it: the ranges enable to visualize whether the regions have evolved more or less rapidly compared to the national level (+0.8% between the end of September 2022 and the end of September 2023).
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
At the end of September 2023, payroll employment exceeded its level of one year earlier (by at least 0.2%) in 63 of the 100 departments (excluding Mayotte). On the whole, trends were more favourable in departments hosting a regional metropolis than in neighbouring departments. In particular, in Occitanie, regional growth was mainly driven by the two regional metropolises (+2.0% for Haute-Garonne and +1.5% for Hérault). Conversely, payroll employment scaled down below its September 2022 level in 21 departments, with the sharpest decline in Gers (‑1.1%). Lastly, it was almost stable (between ‑0.1% and +0.1%) in 16 departments.
tableauChange in payroll employment (departments) between September 2022 and September 2023 (in %)
Change in payroll employment (in %) | |
---|---|
Ain | 0.2 |
Aisne | -0.6 |
Allier | 0.1 |
Alpes-de-Haute-Provence | 1.9 |
Alpes-Maritimes | 1.2 |
Ardèche | 0.9 |
Ardennes | -0.2 |
Ariège | 0.3 |
Aube | 0.0 |
Aude | 0.4 |
Aveyron | 0.2 |
Bas-Rhin | 0.5 |
Bouches-du-Rhône | 1.1 |
Calvados | 1.2 |
Cantal | -0.2 |
Charente | 0.0 |
Charente-Maritime | 0.6 |
Cher | 0.5 |
Corrèze | -0.2 |
Corse-du-Sud | 0.5 |
Côte-d'Or | 0.9 |
Côtes-d'Armor | 1.3 |
Creuse | -0.9 |
Deux-Sèvres | 0.5 |
Dordogne | 0.5 |
Doubs | 0.1 |
Drôme | 0.3 |
Essonne | 0.8 |
Eure | -0.2 |
Eure-et-Loir | 0.3 |
Finistère | 1.2 |
Gard | 0.3 |
Gers | -1.1 |
Gironde | 1.6 |
Guadeloupe (département) | 1.1 |
Guyane (département) | 2.9 |
Haut-Rhin | -0.2 |
Haute-Corse | 1.4 |
Haute-Garonne | 2.0 |
Haute-Loire | 0.2 |
Haute-Marne | -0.8 |
Haute-Saône | -1.0 |
Haute-Savoie | 1.2 |
Haute-Vienne | -0.8 |
Hautes-Alpes | 0.5 |
Hautes-Pyrénées | 1.5 |
Hauts-de-Seine | 1.2 |
Hérault | 1.5 |
Ille-et-Vilaine | 2.5 |
Indre | 0.0 |
Indre-et-Loire | 1.0 |
Isère | 0.3 |
Jura | 0.1 |
La Réunion (département) | 1.4 |
Landes | 1.2 |
Loir-et-Cher | -0.2 |
Loire | 0.2 |
Loire-Atlantique | 1.2 |
Loiret | -0.1 |
Lot | 0.5 |
Lot-et-Garonne | 0.3 |
Lozère | 0.1 |
Maine-et-Loire | 1.3 |
Manche | -0.5 |
Marne | 0.3 |
Martinique (département) | 1.8 |
Mayenne | 0.9 |
Meurthe-et-Moselle | 0.5 |
Meuse | 0.1 |
Morbihan | 1.2 |
Moselle | -0.6 |
Nièvre | 0.1 |
Nord | -0.4 |
Oise | -0.1 |
Orne | -0.3 |
Paris | 1.9 |
Pas-de-Calais | 0.1 |
Puy-de-Dôme | 0.3 |
Pyrénées-Atlantiques | 0.6 |
Pyrénées-Orientales | 0.4 |
Rhône | 1.4 |
Saône-et-Loire | -0.1 |
Sarthe | 0.4 |
Savoie | 1.9 |
Seine-et-Marne | 0.7 |
Seine-Maritime | 0.4 |
Seine-Saint-Denis | 1.4 |
Somme | -0.5 |
Tarn | 0.1 |
Tarn-et-Garonne | 0.5 |
Territoire de Belfort | -1.0 |
Val-d'Oise | 0.6 |
Val-de-Marne | -0.1 |
Var | 0.9 |
Vaucluse | 0.4 |
Vendée | 1.5 |
Vienne | -0.1 |
Vosges | -0.2 |
Yonne | -0.3 |
Yvelines | -0.3 |
- How to read it: the ranges enable to visualize whether the departments have evolved more or less rapidly compared to the national level (+0.8% between the end of September 2022 and the end of September 2023).
- Note: seasonally adjusted data at the end of the quarter.
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
graphiqueChange in payroll employment (departments) between September 2022 and September 2023 (in %)

- How to read it: the ranges enable to visualize whether the departments have evolved more or less rapidly compared to the national level (+0.8% between the end of September 2022 and the end of September 2023).
- Note: seasonally adjusted data at the end of the quarter.
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
In most regions, the unemployment rate increased slightly over one year
Nationwide (excluding Mayotte), the unemployment rate was 7.4% in Q3 2023 (0.2 points higher than in the previous quarter). Compared with its level a year earlier, it was also up by 0.2 points.
Between Q3 2022 and Q3 2023, the unemployment rate was virtually unchanged (between ‑0.1 points and +0.1 points) in four regions. It fell sharply in Martinique (‑3.4 points) and a little more moderately in Guyane (‑1.7 points) and Guadeloupe (‑0.9 points). It increased at the same rate as the national level (+0.2 points) in six regions, slightly more markedly (between +0.3 points and +0.5 points) in Corse, Grand Est and Hauts-de-France, and strongly in La Réunion (+2.6 points).
tableauChange in unemployment rate (regions) between Q3 2022 and Q3 2023 (in points)
Change in unemployment rate (in points) | |
---|---|
Auvergne-Rhône-Alpes | 0.2 |
Bourgogne-Franche-Comté | 0.2 |
Bretagne | 0.2 |
Centre-Val de Loire | 0.2 |
Corse | 0.3 |
France hors Mayotte | 0.2 |
France métropolitaine | 0.2 |
Grand Est | 0.4 |
Guadeloupe | -0.9 |
Guyane | -1.7 |
Hauts-de-France | 0.5 |
Île-de-France | 0.2 |
La Réunion | 2.6 |
Martinique | -3.4 |
Normandie | 0.1 |
Nouvelle-Aquitaine | 0.0 |
Occitanie | 0.2 |
Pays de la Loire | -0.1 |
Provence-Alpes-Côte d'Azur | 0.0 |
- How to read it: the ranges enable to visualize whether the regions have evolved more or less rapidly compared to the national level (+0.2 points between Q3 2022 and Q3 2023).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
graphiqueChange in unemployment rate (regions) between Q3 2022 and Q3 2023 (in points)

- How to read it: the ranges enable to visualize whether the regions have evolved more or less rapidly compared to the national level (+0.2 points between Q3 2022 and Q3 2023).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
Over one year, the unemployment rate fell sharply in three overseas departments and slightly (‑0.2 points) in four departments (Alpes-maritimes, Lot-et-Garonne, Maine-et-Loire and Mayenne). It was almost stable in 42 departments. The unemployment rate rose as much as at national level (+0.2 points) in 23 departments. It rose slightly more sharply (by between 0.3 points and 0.4 points) in 20 departments, and by even more in 8 departments, with rises of up to 0.7 points in two departments in mainland France (Ardennes and Nord) and 2.6 points in La Réunion.
tableauChange in unemployment rate (departments) between Q3 2022 and Q3 2023 (in points)
Change in unemployment rate (in points) | |
---|---|
Ain | 0.3 |
Aisne | 0.3 |
Allier | 0.3 |
Alpes-de-Haute-Provence | 0.0 |
Alpes-Maritimes | -0.2 |
Ardèche | 0.1 |
Ardennes | 0.7 |
Ariège | 0.2 |
Aube | 0.5 |
Aude | 0.4 |
Aveyron | 0.1 |
Bas-Rhin | 0.4 |
Bouches-du-Rhône | -0.1 |
Calvados | 0.1 |
Cantal | 0.2 |
Charente | 0.1 |
Charente-Maritime | 0.0 |
Cher | -0.1 |
Corrèze | 0.1 |
Corse-du-Sud | 0.3 |
Côte-d'Or | 0.1 |
Côtes-d'Armor | 0.1 |
Creuse | 0.1 |
Deux-Sèvres | 0.0 |
Dordogne | -0.1 |
Doubs | 0.2 |
Drôme | 0.4 |
Essonne | 0.1 |
Eure | 0.0 |
Eure-et-Loir | 0.2 |
Finistère | 0.2 |
Gard | 0.3 |
Gers | 0.2 |
Gironde | -0.1 |
Guadeloupe (département) | -0.9 |
Guyane (département) | -1.7 |
Haut-Rhin | 0.4 |
Haute-Corse | 0.4 |
Haute-Garonne | 0.1 |
Haute-Loire | 0.1 |
Haute-Marne | 0.5 |
Haute-Saône | 0.1 |
Haute-Savoie | 0.1 |
Haute-Vienne | 0.1 |
Hautes-Alpes | -0.1 |
Hautes-Pyrénées | -0.1 |
Hauts-de-Seine | 0.1 |
Hérault | 0.2 |
Ille-et-Vilaine | 0.2 |
Indre | 0.0 |
Indre-et-Loire | 0.2 |
Isère | 0.2 |
Jura | 0.3 |
La Réunion (département) | 2.6 |
Landes | -0.1 |
Loir-et-Cher | 0.2 |
Loire | 0.4 |
Loire-Atlantique | -0.1 |
Loiret | 0.3 |
Lot | 0.0 |
Lot-et-Garonne | -0.2 |
Lozère | 0.2 |
Maine-et-Loire | -0.2 |
Manche | 0.0 |
Marne | 0.4 |
Martinique (département) | -3.4 |
Mayenne | -0.2 |
Meurthe-et-Moselle | 0.4 |
Meuse | 0.2 |
Morbihan | 0.1 |
Moselle | 0.2 |
Nièvre | 0.0 |
Nord | 0.7 |
Oise | 0.2 |
Orne | 0.0 |
Paris | 0.1 |
Pas-de-Calais | 0.5 |
Puy-de-Dôme | 0.2 |
Pyrénées-Atlantiques | 0.0 |
Pyrénées-Orientales | 0.6 |
Rhône | 0.2 |
Saône-et-Loire | 0.3 |
Sarthe | 0.0 |
Savoie | 0.2 |
Seine-et-Marne | 0.1 |
Seine-Maritime | 0.1 |
Seine-Saint-Denis | 0.3 |
Somme | 0.3 |
Tarn | 0.1 |
Tarn-et-Garonne | 0.2 |
Territoire de Belfort | 0.4 |
Val-d'Oise | 0.2 |
Val-de-Marne | 0.1 |
Var | 0.1 |
Vaucluse | 0.2 |
Vendée | 0.0 |
Vienne | 0.2 |
Vosges | 0.5 |
Yonne | 0.3 |
Yvelines | 0.2 |
- How to read it: the ranges enable to visualize whether the departments have evolved more or less rapidly compared to the national level (+0.2 points between Q3 2022 and Q3 2023).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
graphiqueChange in unemployment rate (departments) between Q3 2022 and Q3 2023 (in points)

- How to read it: the ranges enable to visualize whether the departments have evolved more or less rapidly compared to the national level (+0.2 points between Q3 2022 and Q3 2023).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
In the third quarter of 2023, the unemployment rate was higher than at the national level (7.4%) in three regions in metropolitan France: Provence-Alpes-Côte d'Azur (8.1%), Occitanie (8.8%) and Hauts-de-France (9.2%). In the French overseas regions, it was higher, ranging from 9.9% in Martinique to 20.2% in La Réunion. Conversely, the unemployment rate was the lowest in Pays de la Loire (5.8%) and Bretagne (6.0%).
tableauQuarterly unemployment rate (regions) in Q3 2023 (in %)
Quarterly unemployment rate (in %) | |
---|---|
Auvergne-Rhône-Alpes | 6.4 |
Bourgogne-Franche-Comté | 6.5 |
Bretagne | 6.0 |
Centre-Val de Loire | 6.9 |
Corse | 6.4 |
France hors Mayotte | 7.4 |
France métropolitaine | 7.2 |
Grand Est | 7.4 |
Guadeloupe | 17.4 |
Guyane | 12.4 |
Hauts-de-France | 9.2 |
Île-de-France | 7.0 |
La Réunion | 20.2 |
Martinique | 9.9 |
Normandie | 6.9 |
Nouvelle-Aquitaine | 6.5 |
Occitanie | 8.8 |
Pays de la Loire | 5.8 |
Provence-Alpes-Côte d'Azur | 8.1 |
- How to read it: the ranges enable to visualize the level of the regions compared to the national level (7.4% in Q3 2023).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
graphiqueQuarterly unemployment rate (regions) in Q3 2023 (in %)

- How to read it: the ranges enable to visualize the level of the regions compared to the national level (7.4% in Q3 2023).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
tableauQuarterly unemployment rate (departments) in Q3 2023 (in %)
Quarterly unemployment rate (in %) | |
---|---|
Ain | 5.7 |
Aisne | 10.6 |
Allier | 7.9 |
Alpes-de-Haute-Provence | 8.3 |
Alpes-Maritimes | 7.1 |
Ardèche | 8.1 |
Ardennes | 9.9 |
Ariège | 9.6 |
Aube | 9.8 |
Aude | 10.3 |
Aveyron | 5.8 |
Bas-Rhin | 6.5 |
Bouches-du-Rhône | 8.6 |
Calvados | 6.5 |
Cantal | 4.3 |
Charente | 7.0 |
Charente-Maritime | 6.9 |
Cher | 7.3 |
Corrèze | 6.1 |
Corse-du-Sud | 6.0 |
Côte-d'Or | 5.8 |
Côtes-d'Armor | 6.4 |
Creuse | 7.0 |
Deux-Sèvres | 5.3 |
Dordogne | 7.2 |
Doubs | 6.7 |
Drôme | 8.1 |
Essonne | 6.4 |
Eure | 7.0 |
Eure-et-Loir | 6.9 |
Finistère | 6.3 |
Gard | 10.2 |
Gers | 5.8 |
Gironde | 6.4 |
Guadeloupe (département) | 17.4 |
Guyane (département) | 12.4 |
Haut-Rhin | 7.2 |
Haute-Corse | 6.8 |
Haute-Garonne | 7.4 |
Haute-Loire | 5.7 |
Haute-Marne | 6.8 |
Haute-Saône | 6.5 |
Haute-Savoie | 5.4 |
Haute-Vienne | 6.6 |
Hautes-Alpes | 6.7 |
Hautes-Pyrénées | 7.8 |
Hauts-de-Seine | 5.9 |
Hérault | 10.2 |
Ille-et-Vilaine | 5.7 |
Indre | 7.1 |
Indre-et-Loire | 6.7 |
Isère | 6.0 |
Jura | 5.4 |
La Réunion (département) | 20.2 |
Landes | 6.8 |
Loir-et-Cher | 6.1 |
Loire | 7.5 |
Loire-Atlantique | 5.6 |
Loiret | 7.3 |
Lot | 7.3 |
Lot-et-Garonne | 7.2 |
Lozère | 4.8 |
Maine-et-Loire | 6.3 |
Manche | 5.1 |
Marne | 7.4 |
Martinique (département) | 9.9 |
Mayenne | 4.8 |
Meurthe-et-Moselle | 7.2 |
Meuse | 7.3 |
Morbihan | 5.9 |
Moselle | 7.3 |
Nièvre | 6.8 |
Nord | 9.8 |
Oise | 7.5 |
Orne | 6.5 |
Paris | 5.7 |
Pas-de-Calais | 8.7 |
Puy-de-Dôme | 6.5 |
Pyrénées-Atlantiques | 5.7 |
Pyrénées-Orientales | 12.2 |
Rhône | 6.4 |
Saône-et-Loire | 6.7 |
Sarthe | 7.1 |
Savoie | 5.4 |
Seine-et-Marne | 6.7 |
Seine-Maritime | 7.9 |
Seine-Saint-Denis | 10.4 |
Somme | 8.9 |
Tarn | 7.9 |
Tarn-et-Garonne | 8.6 |
Territoire de Belfort | 8.7 |
Val-d'Oise | 8.1 |
Val-de-Marne | 7.2 |
Var | 7.5 |
Vaucluse | 9.7 |
Vendée | 5.2 |
Vienne | 6.1 |
Vosges | 8.0 |
Yonne | 7.0 |
Yvelines | 6.5 |
- How to read it: the ranges enable to visualize the level of the departments compared to the national level (7.4% in Q3 2023).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
graphiqueQuarterly unemployment rate (departments) in Q3 2023 (in %)

- How to read it: the ranges enable to visualize the level of the departments compared to the national level (7.4% in Q3 2023).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
For further information
The Quarterly Employment Estimates measure employment at the place of work in France (excluding Mayotte). They are compiled by INSEE by applying to the annual employment base the quarterly changes from several sources mobilized by the URSSAF Caisse nationale, DARES and INSEE.
The introduction of the Déclaration sociale nominative (DSN) to replace the bordereau récapitulatif de cotisations (BRC) may have temporarily affected companies' reporting behaviour. During the DSN ramp-up phase, adaptations have been made in the statistical processing chain of employment estimates in order to take these changes into account.
The “enquête Emploi” enables to measure precisely at the national level, the unemployment rate every trimester. At sharper geographic levels the sample surveyed is too small for good cyclical monitoring.
INSEE therefore develops a specific indicator, the “localized unemployment rate” based on three sources for metropolitan France: the “enquête Emploi”, which provides the number of unemployed and employed persons in the ILO sense; administrative data on employment from social declarations by companies and the self-employed, making it possible to exhaustively and finely localize employment at a territorial level; data on job seekers at the end of the month registered with Pôle emploi in category A (DEFM A), which make it possible to finely localize unemployed persons. This last source differs in level from the results of the “enquête Emploi”, since it does not follow the ILO concepts used in the survey. But, assuming that this difference is evenly distributed, its structure can be used to disaggregate unemployment from the “enquête Emploi”.
The calculation of localized unemployment rates in the overseas departments excluding Mayotte is based on a specific methodology, which means that a statistical hazard remains in the short-term variations. To study structural and long-term effects, annual average unemployment rate series should be preferred in the overseas departments excluding Mayotte.
INSEE does not calculate a quarterly unemployment rate for Mayotte, but instead publishes an annual figure based on the “enquête Emploi” conducted in the second quarter of each year. Thus, in the second quarter of 2022, the ILO unemployment rate was 34% of the active population in Mayotte, up 4 percentage points compared to its level in previous years.
Data are provisional for the last quarter and revised for previous quarters.
Next publication : 26 March 2024 at 12:00.
Pour en savoir plus
The Quarterly Employment Estimates measure employment at the place of work in France (excluding Mayotte). They are compiled by INSEE by applying to the annual employment base the quarterly changes from several sources mobilized by the URSSAF Caisse nationale, DARES and INSEE.
The introduction of the Déclaration sociale nominative (DSN) to replace the bordereau récapitulatif de cotisations (BRC) may have temporarily affected companies' reporting behaviour. During the DSN ramp-up phase, adaptations have been made in the statistical processing chain of employment estimates in order to take these changes into account.
The “enquête Emploi” enables to measure precisely at the national level, the unemployment rate every trimester. At sharper geographic levels the sample surveyed is too small for good cyclical monitoring.
INSEE therefore develops a specific indicator, the “localized unemployment rate” based on three sources for metropolitan France: the “enquête Emploi”, which provides the number of unemployed and employed persons in the ILO sense; administrative data on employment from social declarations by companies and the self-employed, making it possible to exhaustively and finely localize employment at a territorial level; data on job seekers at the end of the month registered with Pôle emploi in category A (DEFM A), which make it possible to finely localize unemployed persons. This last source differs in level from the results of the “enquête Emploi”, since it does not follow the ILO concepts used in the survey. But, assuming that this difference is evenly distributed, its structure can be used to disaggregate unemployment from the “enquête Emploi”.
The calculation of localized unemployment rates in the overseas departments excluding Mayotte is based on a specific methodology, which means that a statistical hazard remains in the short-term variations. To study structural and long-term effects, annual average unemployment rate series should be preferred in the overseas departments excluding Mayotte.
INSEE does not calculate a quarterly unemployment rate for Mayotte, but instead publishes an annual figure based on the “enquête Emploi” conducted in the second quarter of each year. Thus, in the second quarter of 2022, the ILO unemployment rate was 34% of the active population in Mayotte, up 4 percentage points compared to its level in previous years.
Data are provisional for the last quarter and revised for previous quarters.
Next publication : 26 March 2024 at 12:00.
Time series: Estimates of salaried employment by business sector
Time series: Localised unemployment rates