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EconomySocial

Job Vacancy Rate by Industry and Occupation - Quarterly

MOM (Ministry of Manpower)

Job Vacancy Rate for a quarter is defined as the total number of job vacancies divided by the total demand for manpower at the end of the quarter. 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 Q1 1998 to Q4 2025

Last updated 5 months ago (23 Mar 2026)

Data explorer

JobVacancyRatebyIndustryandOccupationQuarterly.csv (18.2K rows, 1.6 MB)

Quarter
Quarter (Q)
Industry
Text
Occupation
Text
Job Vacancy Rate
Text
(Null)0.0%
2013-Q11.2%
2013-Q21.2%
2013-Q31.2%
2013-Q41.2%
(Null)0.0%
others2.4%
construction2.4%
retail trade2.4%
manufacturing2.4%
(Null)0.0%
clerical, sales and services workers25.3%
professionals, managers, executives and technicians25.3%
production and transport operators, cleaners and labourers25.3%
professionals, managers and executives12.0%
(Null)13.1%
22.9%
2.42.8%
2.12.8%
2.32.8%
1998-Q1manufacturingprofessionals, managers, executives and technicians2.5
1998-Q1manufacturingclerical, sales and services workers2.1
1998-Q1manufacturingproduction and transport operators, cleaners and labourers2.4
1998-Q1food, beverages and tobaccoprofessionals, managers, executives and technicians-
1998-Q1food, beverages and tobaccoclerical, sales and services workers2.3
1998-Q1food, beverages and tobaccoproduction and transport operators, cleaners and labourers1.3
1998-Q1textile and wearing apparelprofessionals, managers, executives and technicians-
1998-Q1textile and wearing apparelclerical, sales and services workers-
1998-Q1textile and wearing apparelproduction and transport operators, cleaners and labourers6.3
1998-Q1paper products and publishingprofessionals, managers, executives and technicians1.8
Google colab link
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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_74803e94c5299493f76d71c8994c50c1"
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 Rate by Industry and Occupation - Quarterly (2026) [Dataset]. data.gov.sg. Retrieved September 9, 2026 from https://data.gov.sg/datasets/d_74803e94c5299493f76d71c8994c50c1/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)