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EconomySocial

Job Vacancy to Unemployed Person Ratio - Annual

MOM (Ministry of Manpower)

Data are seasonally adjusted. Source: Labour Market Survey, Manpower Research & Statistics Department, MOM Before 2006, data pertain to private sector establishments (each with at least 25 employees). From 2006 onwards, it also includes the public sector.

Data from 1998 to 2025

Last updated 5 months ago (23 Mar 2026)

Data explorer

JobVacancytoUnemployedPersonRatioAnnual.csv (28 rows, 322 B)

Year
Year (YYYY)
Jv To Ue
Numeric
(Null)0.0%
(Null)0.0%
19980.73
19990.65
20000.94
20010.55
20020.36
20030.27
20040.4
20050.47
20060.66
20071.12
Google colab link
Analyse this dataset with Colab Notebook
  1. 1. Copy this dataset ID: d_ab4c160672a92120c3bc801325fa55f2
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Sample OpenAPI query

This code can be used to test a sample API query. It retrieves the data catalogue of this dataset. For a complete guide on query parameters and syntax, please refer to the API documentation. Try it out on your browser to see the response schema.

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import requests
          
dataset_id = "d_ab4c160672a92120c3bc801325fa55f2"
url = "https://data.gov.sg/api/action/datastore_search?resource_id="  + dataset_id 
        
response = requests.get(url)
print(response.json())

Citation

This dataset can be reused and cited in research publications.

Ministry of Manpower. (2026). Job Vacancy to Unemployed Person Ratio - Annual (2026) [Dataset]. data.gov.sg. Retrieved September 9, 2026 from https://data.gov.sg/datasets/d_ab4c160672a92120c3bc801325fa55f2/view

About this dataset

Contact

ng_li_mei@mom.gov.sgsamantha_teo@mom.gov.sg

Created on

23 Mar 2026

Licence

Free forever for personal or commercial use, under the Open Data Licence.

Agency

MOM (Ministry of Manpower)