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Economy

Job Vacancy By Industry And Occupational Group (Level1)

Data from Jan 1998 to Jan 2023Updated 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 are rounded to the nearest 100. Hence, they may not add up to the total.

Annual figures are the simple averages of the figures obtained at quarterly intervals.

Data may not be strictly comparable due to the various versions of SSIC coding.

Data explorer

JobVacancyByIndustryAndOccupationalGroupLevel1.csv (520 rows, 30.5 KB)

Year
Year (YYYY)
Industry1
Text
Occupation1
Text
Job Vacancy
Text
(Null)0.0%
19983.8%
19993.8%
20003.8%
20013.8%
(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)6.3%
1998totaltotal18300
1998totalprofessional, managers, executive and technicians4900
1998totalclerical, sales and services workers6000
1998totalproduction and transport operators, cleaners and labourers7400
1998manufacturingtotal5200
1998manufacturingprofessional, managers, executive and technicians1300
1998manufacturingclerical, sales and services workers500
1998manufacturingproduction and transport operators, cleaners and labourers3400
1998constructiontotal2700
1998constructionprofessional, managers, executive and technicians200

Column legend

Title
Column name
Data type
Unit of measure
Description
YearyearYear (YYYY)--
Industry1industry1Text--
Occupation1occupation1Text--
Job Vacancyjob_vacancyText--
Google colab link
Analyse this dataset with Colab Notebook
  1. 1. Copy this dataset ID: d_358175e30ee5b3addbcaf630423f69c0
  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.

import requests
          
dataset_id = "d_358175e30ee5b3addbcaf630423f69c0"
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. (2016). Job Vacancy By Industry And Occupational Group (Level1) (2024) [Dataset]. data.gov.sg. Retrieved November 21, 2024 from https://data.gov.sg/datasets/d_358175e30ee5b3addbcaf630423f69c0/view

About this dataset

Contact

NG_Li_Mei@mom.gov.sg

Created on

22 Mar 2016

Licence

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

Agency

MOM (Ministry of Manpower)

Dataset usage

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API calls