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EconomySocial

Number of Job Vacancy by Occupation - Quarterly

MOM (Ministry of Manpower)

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

NumberofJobVacancybyOccupationQuarterly.csv (440 rows, 27.6 KB)

Quarter
Quarter (Q)
Occupation
Text
Job Vacancy
Text
(Null)0.0%
(Null)0.0%
clerical, sales and services workers25.5%
professionals, managers, executives and technicians25.5%
production and transport operators, cleaners and labourers25.5%
professionals, managers and executives11.8%
(Null)0.0%
1998-Q1professionals, managers, executives and technicians6500
1998-Q1clerical, sales and services workers8100
1998-Q1production and transport operators, cleaners and labourers11500
1998-Q2professionals, managers, executives and technicians5100
1998-Q2clerical, sales and services workers7000
1998-Q2production and transport operators, cleaners and labourers7000
1998-Q3professionals, managers, executives and technicians4200
1998-Q3clerical, sales and services workers4900
1998-Q3production and transport operators, cleaners and labourers6400
1998-Q4professionals, managers, executives and technicians3900
Google colab link
Analyse this dataset with Colab Notebook
  1. 1. Copy this dataset ID: d_86dffa3d28e4c3ee085c3f99abad6e9f
  2. 2. Click on the button below

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.

Adding an API key gives you higher rate limits and priority support. Log in to create your API key.

import requests
          
dataset_id = "d_86dffa3d28e4c3ee085c3f99abad6e9f"
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). Number of Job Vacancy by Occupation - Quarterly (2026) [Dataset]. data.gov.sg. Retrieved September 9, 2026 from https://data.gov.sg/datasets/d_86dffa3d28e4c3ee085c3f99abad6e9f/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)