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Economy

Job Vacancy by Industry and Occupational Group (Level2)

Data from Jan 1998 to Mar 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.

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

Data explorer

JobVacancybyIndustryandOccupationalGroupLevel2.csv (8.5K rows, 766.1 KB)

Quarter
Text
Industry1
Text
Industry2
Text
Occupation1
Text
Job Vacancy
Text
(Null)0.0%
2000-Q11.1%
2000-Q21.1%
2000-Q31.1%
2000-Q41.1%
(Null)0.0%
services43.7%
manufacturing41.3%
total5.0%
others5.0%
(Null)0.0%
total5.0%
others5.0%
construction5.0%
transport equipment5.0%
(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)11.4%
10013.7%
2009.5%
3006.8%
4005.7%
1998-Q1totaltotaltotal26100
1998-Q1totaltotalprofessional, managers, executive and technicians6500
1998-Q1totaltotalclerical, sales and services workers8100
1998-Q1totaltotalproduction and transport operators, cleaners and labourers11500
1998-Q1manufacturingfood, beverages and tobaccototal300
1998-Q1manufacturingfood, beverages and tobaccoprofessional, managers, executive and technicians-
1998-Q1manufacturingfood, beverages and tobaccoclerical, sales and services workers100
1998-Q1manufacturingfood, beverages and tobaccoproduction and transport operators, cleaners and labourers100
1998-Q1manufacturingtextile and wearing appareltotal600
1998-Q1manufacturingtextile and wearing apparelprofessional, managers, executive and technicians-

Column legend

Title
Column name
Data type
Unit of measure
Description
QuarterquarterText--
Industry1industry1Text--
Industry2industry2Text--
Occupation1occupation1Text--
Job Vacancyjob_vacancyText--
Google colab link
Analyse this dataset with Colab Notebook
  1. 1. Copy this dataset ID: d_d5c1f0c199db6841893f7e98fa085bd3
  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_d5c1f0c199db6841893f7e98fa085bd3"
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 (Level2) (2024) [Dataset]. data.gov.sg. Retrieved November 24, 2024 from https://data.gov.sg/datasets/d_d5c1f0c199db6841893f7e98fa085bd3/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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