In 2024, the average monthly salary was **** thousand Indian rupees in Mumbai city of India. The average monthly salary in the capital city of Delhi was around **** thousand Indian rupees. In comparison, the average monthly salary was over ** thousand Indian rupees in Madurai during the same year.

U.S. Software Developer Salaries

Analyzing Regional Variations

By [source]

About this dataset

This dataset provides an extensive look into the financial health of software developers in major cities and metropolitan areas around the United States. We explore disparities between states and cities in terms of mean software developer salaries, median home prices, cost of living avgs, rent avgs, cost of living plus rent avgs and local purchasing power averages. Through this data set we can gain insights on how to better understand which areas are more financially viable than others when seeking employment within the software development field. Our data allow us to uncover patterns among certain geographic locations in order to identify other compelling financial opportunities that software developers may benefit from

More Datasets

For more datasets, click here.

Featured Notebooks

• 🚨 Your notebook can be here! 🚨!

How to use the dataset

This dataset contains valuable information about software developer salaries across states and cities in the United States. It is important for recruiters and professionals alike to understand what kind of compensation software developers are likely to receive, as it may be beneficial when considering job opportunities or applying for a promotion. This guide will provide an overview of what you can learn from this dataset.

The data is organized by metropolitan areas, which encompass multiple cities within the same geographical region (e.g., “New York-Northern New Jersey” covers both New York City and Newark). From there, each metro can be broken down further into a number of different factors that may affect software developer salaries in the area:

• Mean Software Developer Salary (adjusted): The average salary of software developers in that particular metro area after accounting for cost of living differences within the region.
• Mean Software Developer Salary (unadjusted): The average salary of software developers in that particular metro area before adjusting for cost-of-living discrepancies between locales.
• Number of Software Developer Jobs: This column lists how many total jobs are available to software developers in this particular metropolitan area.
• Median Home Price: A metric which shows median value of all homes currently on the market within this partcular city or state. It helps gauge how expensive housing costs might be to potential residents who already have an idea about their income/salary range expectations when considering a move/relocation into another location or potentially looking at mortgage/rental options etc.. 5) Cost Of Living Avg: A metric designed to measure affordability using local prices paid on common consumer goods like food , transportation , health care , housing & other services etc.. Also prominent here along with rent avg ,cost od living plus rent avg helping compare relative cost structures between different locations while assessing potential remunerations & risk associated with them . 6)Local Purchasing Power Avg : A measure reflecting expected difference in discretionary spending ability among households regardless their income level upon relocation due to price discrepancies across locations allows individual assessment critical during job search particularly regarding relocation as well as comparison based decision making across prospective candidates during any hiring process . 7 ) Rent Avg : Average rental costs for homes / apartments dealbreakers even among prime job prospects particularly medium income earners.(basis family size & other constraints ) 8 ) Cost Of Living Plus Rent Avg : Used here as one sized fits perspective towards measuring overall cost structure including items

Research Ideas

• Comparing salaries of software developers in different cities to determine which city provides the best compensation package.
• Estimating the cost of relocating to a new city by looking at average costs such as rent and cost of living.
• Predicting job growth for software developers by analyzing factors like local purchasing power, median home price and number of jobs available

Acknowledgements

If you use this dataset in your research, please credit the original authors. Data Source

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking perm...

Wages in the United States increased to 31.46 USD/Hour in August from 31.34 USD/Hour in July of 2025. This dataset provides - United States Average Hourly Wages - actual values, historical data, forecast, chart, statistics, economic calendar and news.

According to a recent analysis, developers in Munich earned the highest median wage with ****** Euros in 2020 in a number of european cities. Developers perform a variety of different tasks at their job, such as ensuring program functionality or creating optimum software. Developers usually work in collaboration with computer programmers, who write the computer code and test it.

About this dataset

Context

The dataset presents median household incomes for various household sizes in Jersey City, NJ, as reported by the U.S. Census Bureau. The dataset highlights the variation in median household income with the size of the family unit, offering valuable insights into economic trends and disparities within different household sizes, aiding in data analysis and decision-making.

Key observations

• Of the 7 household sizes (1 person to 7-or-more person households) reported by the census bureau, all of the household sizes were found in Jersey City. Across the different household sizes in Jersey City the mean income is $110,379, and the standard deviation is $23,502. The coefficient of variation (CV) is 21.29%. This high CV indicates high relative variability, suggesting that the incomes vary significantly across different sizes of households.
• In the most recent year, 2023, The smallest household size for which the bureau reported a median household income was 1-person households, with an income of $61,700. It then further increased to $132,273 for 7-person households, the largest household size for which the bureau reported a median household income.

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Household Sizes:

• 1-person households
• 2-person households
• 3-person households
• 4-person households
• 5-person households
• 6-person households
• 7-or-more-person households

Variables / Data Columns

• Household Size: This column showcases 7 household sizes ranging from 1-person households to 7-or-more-person households (As mentioned above).
• Median Household Income: Median household income, in 2023 inflation-adjusted dollars for the specific household size.

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Recommended for further research

This dataset is a part of the main dataset for Jersey City median household income. You can refer the same here

About this dataset

Context

The dataset presents the distribution of median household income among distinct age brackets of householders in Garden City. Based on the latest 2019-2023 5-Year Estimates from the American Community Survey, it displays how income varies among householders of different ages in Garden City. It showcases how household incomes typically rise as the head of the household gets older. The dataset can be utilized to gain insights into age-based household income trends and explore the variations in incomes across households.

Key observations: Insights from 2023

In terms of income distribution across age cohorts, in Garden City, householders within the 45 to 64 years age group have the highest median household income at $79,385, followed by those in the 25 to 44 years age group with an income of $70,741. Meanwhile householders within the 65 years and over age group report the second lowest median household income of $53,500. Notably, householders within the under 25 years age group, had the lowest median household income at $51,719.

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates. All incomes have been adjusting for inflation and are presented in 2023-inflation-adjusted dollars.

Age groups classifications include:

• Under 25 years
• 25 to 44 years
• 45 to 64 years
• 65 years and over

Variables / Data Columns

• Age Of The Head Of Household: This column presents the age of the head of household
• Median Household Income: Median household income, in 2023 inflation-adjusted dollars for the specific age group

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Recommended for further research

This dataset is a part of the main dataset for Garden City median household income by age. You can refer the same here

In 2023, on average, a citizen of Ho Chi Minh City earned around **** million Vietnamese dong per month. The monthly average income per capita in Ho Chi Minh City had been increasing yearly before declining in 2020 due to the COVID-19 pandemic impacts on the economy. It was also the highest among all provinces in Vietnam in the past few years.

Average Wage: On Duty: Henan: Zhengzhou data was reported at 105,620.000 RMB in 2023. This records an increase from the previous number of 97,244.000 RMB for 2022. Average Wage: On Duty: Henan: Zhengzhou data is updated yearly, averaging 31,307.265 RMB from Dec 1996 (Median) to 2023, with 28 observations. The data reached an all-time high of 105,620.000 RMB in 2023 and a record low of 6,093.000 RMB in 1996. Average Wage: On Duty: Henan: Zhengzhou data remains active status in CEIC and is reported by Zhengzhou Municipal Bureau of Statistics. The data is categorized under China Premium Database’s Labour Market – Table CN.GG: Average Wage: On Duty: Prefecture Level City.

Average Wage: On Duty: Gansu: Lanzhou data was reported at 111,014.438 RMB in 2023. This records an increase from the previous number of 100,596.191 RMB for 2022. Average Wage: On Duty: Gansu: Lanzhou data is updated yearly, averaging 31,479.700 RMB from Dec 1996 (Median) to 2023, with 28 observations. The data reached an all-time high of 111,014.438 RMB in 2023 and a record low of 6,379.000 RMB in 1996. Average Wage: On Duty: Gansu: Lanzhou data remains active status in CEIC and is reported by Lanzhou Municipal Bureau of Statistics. The data is categorized under China Premium Database’s Labour Market – Table CN.GG: Average Wage: On Duty: Prefecture Level City.

Average hourly and weekly wage rate, and median hourly and weekly wage rate by North American Industry Classification System (NAICS), type of work, gender, and age group.

Average Wage: On Duty: Shandong: Yantai data was reported at 96,568.000 RMB in 2021. This records an increase from the previous number of 88,339.000 RMB for 2020. Average Wage: On Duty: Shandong: Yantai data is updated yearly, averaging 29,958.705 RMB from Dec 1996 (Median) to 2021, with 26 observations. The data reached an all-time high of 96,568.000 RMB in 2021 and a record low of 5,603.000 RMB in 1996. Average Wage: On Duty: Shandong: Yantai data remains active status in CEIC and is reported by Yantai Municipal Bureau of Statistics. The data is categorized under China Premium Database’s Labour Market – Table CN.GG: Average Wage: On Duty: Prefecture Level City.

About this dataset

Context

The dataset presents the distribution of median household income among distinct age brackets of householders in Lynchburg city. Based on the latest 2019-2023 5-Year Estimates from the American Community Survey, it displays how income varies among householders of different ages in Lynchburg city. It showcases how household incomes typically rise as the head of the household gets older. The dataset can be utilized to gain insights into age-based household income trends and explore the variations in incomes across households.

Key observations: Insights from 2023

In terms of income distribution across age cohorts, in Lynchburg city, householders within the 45 to 64 years age group have the highest median household income at $72,909, followed by those in the 25 to 44 years age group with an income of $57,446. Meanwhile householders within the 65 years and over age group report the second lowest median household income of $55,440. Notably, householders within the under 25 years age group, had the lowest median household income at $45,054.

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates. All incomes have been adjusting for inflation and are presented in 2023-inflation-adjusted dollars.

Age groups classifications include:

• Under 25 years
• 25 to 44 years
• 45 to 64 years
• 65 years and over

Variables / Data Columns

• Age Of The Head Of Household: This column presents the age of the head of household
• Median Household Income: Median household income, in 2023 inflation-adjusted dollars for the specific age group

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Recommended for further research

This dataset is a part of the main dataset for Lynchburg city median household income by age. You can refer the same here

Average Wage: On Duty: Anhui: Hefei data was reported at 123,864.000 RMB in 2023. This records an increase from the previous number of 117,760.000 RMB for 2022. Average Wage: On Duty: Anhui: Hefei data is updated yearly, averaging 36,717.230 RMB from Dec 1996 (Median) to 2023, with 28 observations. The data reached an all-time high of 123,864.000 RMB in 2023 and a record low of 5,851.000 RMB in 1996. Average Wage: On Duty: Anhui: Hefei data remains active status in CEIC and is reported by Hefei Municipal Bureau of Statistics. The data is categorized under China Premium Database’s Labour Market – Table CN.GG: Average Wage: On Duty: Prefecture Level City.

Average Wage: On Duty: Anhui: Wuhu data was reported at 105,612.000 RMB in 2023. This records an increase from the previous number of 96,390.000 RMB for 2022. Average Wage: On Duty: Anhui: Wuhu data is updated yearly, averaging 34,375.500 RMB from Dec 1996 (Median) to 2023, with 28 observations. The data reached an all-time high of 105,612.000 RMB in 2023 and a record low of 5,550.000 RMB in 1996. Average Wage: On Duty: Anhui: Wuhu data remains active status in CEIC and is reported by Wuhu Municipal Bureau of Statistics. The data is categorized under China Premium Database’s Labour Market – Table CN.GG: Average Wage: On Duty: Prefecture Level City.

Graph and download economic data for 90% Confidence Interval Lower Bound of Estimate of Median Household Income for Richmond City, VA (MHICILBVA51760A052NCEN) from 1989 to 2023 about Richmond City, VA; Richmond; VA; households; median; income; and USA.

In 2023, citizens of Ho Chi Minh City and Ha Noi had the highest monthly average monthly income per capita among Vietnam's four major cities, amounting to more than *** million Vietnamese dong. People living in Da Nang had a slightly lower monthly income per capita that year, reaching an average of **** million Vietnamese dong. In that year, the monthly average income per capita of the whole country was at **** million Vietnamese dong.

Asian households measured the highest median household income among racial and ethnic groups in the United States. In 2024, Asian household incomes reached a median of 121,700 U.S. dollars. On the other hand, Black households had the lowest median income of 56,020 U.S. dollars. Overall, median household incomes in the United States stood at 83,730 U.S. dollars that year.Asian and Caucasian (white not Hispanic) households had relatively high median incomes, while the median income of Hispanic, African American, American Indian, and Alaskan Native households all came in lower than the national median. A number of related statistics illustrate further the current state of racial inequality in the United States. Unemployment is highest among Black or African American individuals in the U.S. nearing nine percent unemployed, according to the Bureau of Labor Statistics in 2024. Hispanic individuals (of any race) were most likely to go without health insurance as of 2024.

Average Wage: On Duty: Fujian: Xiamen data was reported at 126,571.117 RMB in 2023. This records an increase from the previous number of 124,463.000 RMB for 2022. Average Wage: On Duty: Fujian: Xiamen data is updated yearly, averaging 38,368.965 RMB from Dec 1996 (Median) to 2023, with 28 observations. The data reached an all-time high of 126,571.117 RMB in 2023 and a record low of 10,823.000 RMB in 1996. Average Wage: On Duty: Fujian: Xiamen data remains active status in CEIC and is reported by Xiamen Municipal Bureau of Statistics. The data is categorized under China Premium Database’s Labour Market – Table CN.GG: Average Wage: On Duty: Prefecture Level City.

About this dataset

Context

The dataset presents median income data over a decade or more for males and females categorized by Total, Full-Time Year-Round (FT), and Part-Time (PT) employment in Franklin city. It showcases annual income, providing insights into gender-specific income distributions and the disparities between full-time and part-time work. The dataset can be utilized to gain insights into gender-based pay disparity trends and explore the variations in income for male and female individuals.

Key observations: Insights from 2021

Based on our analysis ACS 2017-2021 5-Year Estimates, we present the following observations: - All workers, aged 15 years and older: In Franklin city, the median income for all workers aged 15 years and older, regardless of work hours, was $42,736 for males and $25,221 for females.

These income figures highlight a substantial gender-based income gap in Franklin city. Women, regardless of work hours, earn 59 cents for each dollar earned by men. This significant gender pay gap, approximately 41%, underscores concerning gender-based income inequality in the county of Franklin city.

- Full-time workers, aged 15 years and older: In Franklin city, among full-time, year-round workers aged 15 years and older, males earned a median income of $57,272, while females earned $41,703, leading to a 27% gender pay gap among full-time workers. This illustrates that women earn 73 cents for each dollar earned by men in full-time roles. This analysis indicates a widening gender pay gap, showing a substantial income disparity where women, despite working full-time, face a more significant wage discrepancy compared to men in the same roles.

Surprisingly, the gender pay gap percentage was higher across all roles, including non-full-time employment, for women compared to men. This suggests that full-time employment offers a more equitable income scenario for women compared to other employment patterns in Franklin city.

https://i.neilsberg.com/ch/franklin-city-va-income-by-gender.jpeg" alt="Franklin city, VA gender based income disparity">

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2017-2021 5-Year Estimates. All incomes have been adjusting for inflation and are presented in 2022-inflation-adjusted dollars.

Gender classifications include:

• Male
• Female

Employment type classifications include:

• Full-time, year-round: A full-time, year-round worker is a person who worked full time (35 or more hours per week) and 50 or more weeks during the previous calendar year.
• Part-time: A part-time worker is a person who worked less than 35 hours per week during the previous calendar year.

Variables / Data Columns

• Year: This column presents the data year. Expected values are 2010 to 2022
• Male Total Income: Annual median income, for males regardless of work hours
• Male FT Income: Annual median income, for males working full time, year-round
• Male PT Income: Annual median income, for males working part time
• Female Total Income: Annual median income, for females regardless of work hours
• Female FT Income: Annual median income, for females working full time, year-round
• Female PT Income: Annual median income, for females working part time

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Recommended for further research

This dataset is a part of the main dataset for Franklin city median household income by gender. You can refer the same here

Average Wage: On Duty: Heilongjiang: Heihe data was reported at 72,607.000 RMB in 2022. This records an increase from the previous number of 68,513.000 RMB for 2021. Average Wage: On Duty: Heilongjiang: Heihe data is updated yearly, averaging 18,761.770 RMB from Dec 1996 (Median) to 2022, with 26 observations. The data reached an all-time high of 72,607.000 RMB in 2022 and a record low of 4,019.000 RMB in 1996. Average Wage: On Duty: Heilongjiang: Heihe data remains active status in CEIC and is reported by Heihe Municipal Bureau of Statistics. The data is categorized under China Premium Database’s Labour Market – Table CN.GG: Average Wage: On Duty: Prefecture Level City.