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Economy

Job Vacancy Rate by Industry and Occupational Group (Level1)

Data from Feb 1998 to May 2024Updated 2 months ago

MOM (Ministry of Manpower)

Source: Labour Market Survey, Manpower Research & Statistics Department, MOM

Before 2006, the Labour Market Survey covers private sector establishments each with at least 25 employees. From 2006 onwards, the survey also covers the public sector.

Data explorer

JobVacancyRatebyIndustryandOccupationalGroupLevel1.csv (2.1K rows, 128.4 KB)

Quarter
Text
Industry1
Text
Occupation1
Text
Job vacancy rate
Text
(Null)0.0%
1998-Q10.9%
1998-Q20.9%
1998-Q30.9%
1998-Q40.9%
(Null)0.0%
total20.0%
others20.0%
services20.0%
construction20.0%
(Null)0.0%
total25.0%
clerical, sales and services workers25.0%
professional, managers, executive and technicians25.0%
production and transport operators, cleaners and labourers25.0%
(Null)6.5%
1.63.8%
1.73.8%
1.53.7%
1.93.7%
1998-Q1totaltotal2.7
1998-Q1totalprofessional, managers, executive and technicians2.4
1998-Q1totalclerical, sales and services workers3.2
1998-Q1totalproduction and transport operators, cleaners and labourers2.5
1998-Q1manufacturingtotal2.4
1998-Q1manufacturingprofessional, managers, executive and technicians2.5
1998-Q1manufacturingclerical, sales and services workers2.1
1998-Q1manufacturingproduction and transport operators, cleaners and labourers2.4
1998-Q1constructiontotal2.2
1998-Q1constructionprofessional, managers, executive and technicians1.6

Column legend

Title
Column name
Data type
Unit of measure
Description
QuarterquarterText--
Industry1industry1Text--
Occupation1occupation1Text--
Job vacancy ratejob_vacancy_rateText-percent
Google colab link
Analyse this dataset with Colab Notebook
  1. 1. Copy this dataset ID: d_a867a20fe017b3b17f61758cfbfd5767
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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.

import requests
          
dataset_id = "d_a867a20fe017b3b17f61758cfbfd5767"
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. (2022). Job Vacancy Rate by Industry and Occupational Group (Level1) (2024) [Dataset]. data.gov.sg. Retrieved November 21, 2024 from https://data.gov.sg/datasets/d_a867a20fe017b3b17f61758cfbfd5767/view

About this dataset

Contact

NG_Li_Mei@mom.gov.sg

Created on

23 Jun 2022

Licence

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

Agency

MOM (Ministry of Manpower)

Dataset usage

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