Employed Residents Aged 15 Years & Over by Gross Monthly Income From Employment (Excluding Employer / Platform Operator CPF Contributions), Occupation And Sex

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Employed Residents Aged 15 Years & Over by Gross Monthly Income From Employment (Excluding Employer / Platform Operator CPF Contributions), Occupation And Sex

MOM (Ministry of Manpower)

Data exclude full-time National Servicemen.
Reference month of June
Residents refer to Singapore Citizens and Permanent Residents.
Gross monthly income from employment refers to income earned from employment. For employees, it refers to the gross monthly wages or salaries before deduction of employee CPF contributions and personal income tax. It comprises basic wages, overtime pay, commissions, tips, other allowances and one-twelfth of annual bonuses. For self-employed persons, gross monthly income refers to the average monthly profits from their business, trade or profession (i.e. total receipts less business expenses incurred) before deduction of income tax and platform workers’ share of CPF contributions.
Data are classified based on Singapore Standard Occupational Classification (SSOC) 2024. Data before year 2025 which were coded based on earlier versions of the SSOC were mapped to SSOC 2024 as far as possible to facilitate data comparability.

Source: Comprehensive Labour Force Survey, Manpower Research & Statistics Department, MOM

Data from Jan 2010 to Jan 2025

Last updated 4 months ago (27 Mar 2026)

Data explorer

EmployedResidentsAged15YearsOverbyGrossMonthlyIncomeFromEmploymentExcludingEmployerPlatformOperatorCPFContributionsOccupationAndSex.csv (4.6K rows, 303.2 KB)

Year Year (YYYY)	Sex Text	Median Gross Monthly Income From Employment (Excluding Employer / Platform Operator CPF Contributions) Text	Occupation Text	Employed Numeric
(Null)0.0% 20106.3% 20116.3% 20126.3% 20136.3%	(Null)0.0% male50.0% female50.0%	(Null)0.0% Under $5006.3% $500 to $9996.3% $1,000 to $1,4996.3% $1,500 to $1,9996.3%	(Null)0.0% others11.1% professionals11.1% clerical support workers11.1% service and sales workers11.1%	(Null)0.0% 015.6% 1008.1% 2003.7% 3002.8%
2010	male	Under $500	managers & administrators (including working proprietors)	900
2010	male	Under $500	professionals	1000
2010	male	Under $500	associate professionals and technicians	1700
2010	male	Under $500	clerical support workers	1000
2010	male	Under $500	service and sales workers	5000
2010	male	Under $500	craftsmen and related trades workers	1100
2010	male	Under $500	plant and machine operators and assemblers	2000
2010	male	Under $500	cleaners, labourers and related workers	4800
2010	male	Under $500	others	100
2010	male	$500 to $999	managers & administrators (including working proprietors)	2500

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Title	Column name	Data type	Unit of measure	Description
Year	year	Year (YYYY)	-	-
Sex	sex	Text	-	-
Median Gross Monthly Income From Employment (Excluding Employer / Platform Operator CPF Contributions)	gross_monthly_income_excl_emr_cpf	Text	-	-
Occupation	occupation	Text	-	-
Employed	employed	Numeric	-	-

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_16fdf439f84527f2ecfcee193a8ea567"
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). Employed Residents Aged 15 Years & Over by Gross Monthly Income From Employment (Excluding Employer / Platform Operator CPF Contributions), Occupation And Sex (2026) [Dataset]. data.gov.sg. Retrieved August 17, 2026 from https://data.gov.sg/datasets/d_16fdf439f84527f2ecfcee193a8ea567/view

Data explorer

EmployedResidentsAged15YearsOverbyGrossMonthlyIncomeFromEmploymentExcludingEmployerPlatformOperatorCPFContributionsOccupationAndSex.csv (4.6K rows, 303.2 KB)

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Sample OpenAPI query

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