The global developer population is expected to reach 28.7 million people by 2024, an increase of 3.2 million from the number seen in 2020. According to the source, much of this growth is expected to occur in China, where the growth rate is between six percent to eight percent heading up to 2023. How much do software developers earn in the U.S.? Software developers work within a wide array of specialties, honing their skills in different programming languages, techniques, or in disciplines such as design. The average salary of U.S.-based designers working in software development reached 108 thousand U.S. dollars as of June 2021, while this figure climbs to 165 thousand U.S. dollars for engineering managers. Salaries are highly dependent on location, however, with an entry-level developer working in the San Francisco/Bay area earning an average of 44.79 percent more than their counterparts starting out in Austin. JavaScript and HTML/CSS still the most widely used languages While programming languages continue to emerge or fall out of favor, JavaScript and HTML/CSS are mainstays of the coding landscape. In a global survey of software developers, over 60 percent of respondents reported using JavaScript, and HTML/CSS. SQL, Python, and Java rounded out the top five.

In 2024, Poland recorded the highest number of software development companies in Central and Eastern Europe, at approximately 1,350. Ukraine and Romania followed in the ranking with nearly 1,000 and 460 enterprises, respectively.

In 2023, there were approximately 500,000 software developers in Brazil. Mexico had around 220,000 software developers, while Argentina totaled approximately 115,000. A key strength of the Latin America region is the proximity of most countries, ensuring effective communication and planning.

In 2021, there were approximately 466 thousand programmers and software development professionals in employment in the United Kingdom. Software developers perform a variety of different tasks and duties as part of their job. For example, they analyze users' needs and design software to address those needs or ensure program functionality through software maintenance and testing.There have been around 200 thousand professional employees in 2021 outside of the creative industries in terms of software development.One of the most well known software markets is the gaming software market. Especially the digital and online games sector in the U.K. is experiencing growth in revenue, just like mobile gaming.

Graph and download economic data for Software Development Job Postings on Indeed in the United States (IHLIDXUSTPSOFTDEVE) from 2020-02-01 to 2025-06-13 about software, jobs, and USA.

European software developers' revenue is forecast to swell at a compound annual rate of 6.9% over the five years through 2025, including a projected growth of 5% in 2025 to reach €490 billion. Software solutions are increasingly integral to modern business operations and European developers have been at the forefront, crafting bespoke applications tailored to sector-specific needs. Fintech companies have supported growth by leveraging sophisticated technologies that ensure their competitive edge and compliance. Technological advances in cloud computing, artificial intelligence (AI) and cybersecurity are reshaping the market, driving adoption among European businesses. Developers have responded to the burgeoning demand for secure Internet of Things (IoT) software, particularly in mobile and embedded systems. Acquisitions like TRASNA's purchase of Workz and IoTerop signal a trend towards comprehensive service offerings. At the same time, the pressing need for enhanced cybersecurity has catalysed revenue growth, driven by escalating cyber threats driving the need for robust security frameworks. Companies like Darktrace have capitalised on this by delivering AI-driven cybersecurity solutions. Developers’ revenue has also been propped up by embracing Software-as-a-Service (SaaS) models, which enable remote, cost-effective access to critical applications in the cloud. Despite revenue growth, profitability has edged downwards due to a surge in the number of software developers intensifying price competition. Revenue is forecast to surge at a compound annual rate of 10.2% over the five years through 2030 to €795.5 billion. The industry is projected to expand as developers focus on harnessing cloud computing, fintech solutions and open banking, driven by the Payment Services Directive 2 (PSD2). While PSD2 initially launched in 2018, European banks, fintechs and third-party providers have varied adoption timelines, meaning integration and compliance projects are still active and will continue over the coming years. Cloud adoption is expected to accelerate, leaving ample room for growth. However, European developers face regulatory challenges, notably the EU's AI Act, which could stymie innovation. Competition will remain fierce, especially in the burgeoning fintech landscape, as demand for solutions in mobile payments, digital banking and blockchain applications ramps up. Despite these obstacles, an emphasis on compliance and education is anticipated to yield positive outcomes. As European businesses invest in IT, developers are well-positioned to seize opportunities arising from digital transformation initiatives while continuing to adapt to technological advances.

Website creation software developers have become more popular as the world has become more digital. As such trends have been happening since the dawn of the internet, the need for websites has gone up, helping this industry out. More efforts in expanding internet access through broadband numbers going up have also been helping this industry. Companies need websites to market their services and products for those browsing online, as a higher number of those online boosts the number of those who need and will be using such type of software to be more dialed in on such trends. Revenue has gone up by a CAGR of 7.1% through the end of 2024, reaching $14.8 billion, including a 2.1% rise in 2023 alone. More consumers and businesses are moving online, fueling the need for websites to handle such activity. The difficulties of making a website for those who aren't tech-savvy have been helping this industry because of its ready-to-deploy software that can be downloaded on the spot. Remote work has also been giving rise to how much business activity is done online, boosting the need for websites to capture such activity for those browsing the web more than ever. High costs have been a bane for this industry; the need for a talented workforce remains important. As such, profit has gone down during this period. Online services are expected to become increasingly integrated into daily life through 2029. New features will necessitate more website updates, as companies need to update their websites. As individual saturation with the internet expands, companies must find new ways to generate more revenue. Hikes in subscription fees will be one way that companies enhance their market positions. Overall, industry revenue is expected to grow at a CAGR of 2.4% through 2028, reaching $17.2 billion.

The number of software developers in Russia employed in all industries stood at approximately 830,000 at the end of 2023, having gradually increased over the observed period. A similar trend was registered for the number of workers in domestic offices of the software industry.

Number of Businesses statistics on the Software Development industry in China

Graph and download economic data for Employed full time: Wage and salary workers: Software developers, applications and systems software occupations: 16 years and over: Women (LEU0254690800A) from 2000 to 2019 about software, occupation, females, full-time, salaries, workers, 16 years +, wages, employment, and USA.

European software developers' revenue is forecast to swell at a compound annual rate of 6.9% over the five years through 2025, including a projected growth of 5% in 2025 to reach €490 billion. Software solutions are increasingly integral to modern business operations and European developers have been at the forefront, crafting bespoke applications tailored to sector-specific needs. Fintech companies have supported growth by leveraging sophisticated technologies that ensure their competitive edge and compliance. Technological advances in cloud computing, artificial intelligence (AI) and cybersecurity are reshaping the market, driving adoption among European businesses. Developers have responded to the burgeoning demand for secure Internet of Things (IoT) software, particularly in mobile and embedded systems. Acquisitions like TRASNA's purchase of Workz and IoTerop signal a trend towards comprehensive service offerings. At the same time, the pressing need for enhanced cybersecurity has catalysed revenue growth, driven by escalating cyber threats driving the need for robust security frameworks. Companies like Darktrace have capitalised on this by delivering AI-driven cybersecurity solutions. Developers’ revenue has also been propped up by embracing Software-as-a-Service (SaaS) models, which enable remote, cost-effective access to critical applications in the cloud. Despite revenue growth, profitability has edged downwards due to a surge in the number of software developers intensifying price competition. Revenue is forecast to surge at a compound annual rate of 10.2% over the five years through 2030 to €795.5 billion. The industry is projected to expand as developers focus on harnessing cloud computing, fintech solutions and open banking, driven by the Payment Services Directive 2 (PSD2). While PSD2 initially launched in 2018, European banks, fintechs and third-party providers have varied adoption timelines, meaning integration and compliance projects are still active and will continue over the coming years. Cloud adoption is expected to accelerate, leaving ample room for growth. However, European developers face regulatory challenges, notably the EU's AI Act, which could stymie innovation. Competition will remain fierce, especially in the burgeoning fintech landscape, as demand for solutions in mobile payments, digital banking and blockchain applications ramps up. Despite these obstacles, an emphasis on compliance and education is anticipated to yield positive outcomes. As European businesses invest in IT, developers are well-positioned to seize opportunities arising from digital transformation initiatives while continuing to adapt to technological advances.

Graph and download economic data for Software Development Job Postings on Indeed in the United Kingdom (IHLIDXGBTPSOFTDEVE) from 2020-02-01 to 2025-06-13 about software, jobs, United Kingdom, and USA.

European software developers' revenue is forecast to swell at a compound annual rate of 6.9% over the five years through 2025, including a projected growth of 5% in 2025 to reach €490 billion. Software solutions are increasingly integral to modern business operations and European developers have been at the forefront, crafting bespoke applications tailored to sector-specific needs. Fintech companies have supported growth by leveraging sophisticated technologies that ensure their competitive edge and compliance. Technological advances in cloud computing, artificial intelligence (AI) and cybersecurity are reshaping the market, driving adoption among European businesses. Developers have responded to the burgeoning demand for secure Internet of Things (IoT) software, particularly in mobile and embedded systems. Acquisitions like TRASNA's purchase of Workz and IoTerop signal a trend towards comprehensive service offerings. At the same time, the pressing need for enhanced cybersecurity has catalysed revenue growth, driven by escalating cyber threats driving the need for robust security frameworks. Companies like Darktrace have capitalised on this by delivering AI-driven cybersecurity solutions. Developers’ revenue has also been propped up by embracing Software-as-a-Service (SaaS) models, which enable remote, cost-effective access to critical applications in the cloud. Despite revenue growth, profitability has edged downwards due to a surge in the number of software developers intensifying price competition. Revenue is forecast to surge at a compound annual rate of 10.2% over the five years through 2030 to €795.5 billion. The industry is projected to expand as developers focus on harnessing cloud computing, fintech solutions and open banking, driven by the Payment Services Directive 2 (PSD2). While PSD2 initially launched in 2018, European banks, fintechs and third-party providers have varied adoption timelines, meaning integration and compliance projects are still active and will continue over the coming years. Cloud adoption is expected to accelerate, leaving ample room for growth. However, European developers face regulatory challenges, notably the EU's AI Act, which could stymie innovation. Competition will remain fierce, especially in the burgeoning fintech landscape, as demand for solutions in mobile payments, digital banking and blockchain applications ramps up. Despite these obstacles, an emphasis on compliance and education is anticipated to yield positive outcomes. As European businesses invest in IT, developers are well-positioned to seize opportunities arising from digital transformation initiatives while continuing to adapt to technological advances.

The summary statistics by North American Industry Classification System (NAICS) which include: operating revenue (dollars x 1,000,000), operating expenses (dollars x 1,000,000), salaries wages and benefits (dollars x 1,000,000), and operating profit margin (by percent), of software publishers (NAICS 51121), data processing, hosting, and related services (NAICS 51821), and computer systems design and related services (NAICS 54151), annual, for five years of data.

European software developers' revenue is forecast to swell at a compound annual rate of 6.9% over the five years through 2025, including a projected growth of 5% in 2025 to reach €490 billion. Software solutions are increasingly integral to modern business operations and European developers have been at the forefront, crafting bespoke applications tailored to sector-specific needs. Fintech companies have supported growth by leveraging sophisticated technologies that ensure their competitive edge and compliance. Technological advances in cloud computing, artificial intelligence (AI) and cybersecurity are reshaping the market, driving adoption among European businesses. Developers have responded to the burgeoning demand for secure Internet of Things (IoT) software, particularly in mobile and embedded systems. Acquisitions like TRASNA's purchase of Workz and IoTerop signal a trend towards comprehensive service offerings. At the same time, the pressing need for enhanced cybersecurity has catalysed revenue growth, driven by escalating cyber threats driving the need for robust security frameworks. Companies like Darktrace have capitalised on this by delivering AI-driven cybersecurity solutions. Developers’ revenue has also been propped up by embracing Software-as-a-Service (SaaS) models, which enable remote, cost-effective access to critical applications in the cloud. Despite revenue growth, profitability has edged downwards due to a surge in the number of software developers intensifying price competition. Revenue is forecast to surge at a compound annual rate of 10.2% over the five years through 2030 to €795.5 billion. The industry is projected to expand as developers focus on harnessing cloud computing, fintech solutions and open banking, driven by the Payment Services Directive 2 (PSD2). While PSD2 initially launched in 2018, European banks, fintechs and third-party providers have varied adoption timelines, meaning integration and compliance projects are still active and will continue over the coming years. Cloud adoption is expected to accelerate, leaving ample room for growth. However, European developers face regulatory challenges, notably the EU's AI Act, which could stymie innovation. Competition will remain fierce, especially in the burgeoning fintech landscape, as demand for solutions in mobile payments, digital banking and blockchain applications ramps up. Despite these obstacles, an emphasis on compliance and education is anticipated to yield positive outcomes. As European businesses invest in IT, developers are well-positioned to seize opportunities arising from digital transformation initiatives while continuing to adapt to technological advances.

In 2022, there were around 1.63 million software developers and software quality assurance (QA) workers employed in the United States. By 2032, this number is expected to rise to 2 million.

Graph and download economic data for Software Development Job Postings on Indeed in Germany (IHLIDXDETPSOFTDEVE) from 2020-02-01 to 2025-06-13 about software, jobs, Germany, and USA.

High-quality, free software engineer jobs Dataset from the United States, in CSV format. Over 58.000 records relevant to investors, recruiters, agencies, and software engineers. We are working on complete datasets from a wide variety of countries. Don't hesitate to contact us for more information.

Graph and download economic data for Software Development Job Postings on Indeed in Canada (IHLIDXCATPSOFTDEVE) from 2020-02-01 to 2025-06-20 about software, jobs, Canada, and USA.

Description

This is a collection of developer comments from GitHub issues, commits, and pull requests. We collected 88,640,237 developer comments from 17,378 repositories. In total, this dataset includes:

• 54,252,380 issue comments (from 13,458,208 issues)
• 979,642 commit comments (from 49,710,108 commits)
• 33,408,215 pull request comments (from 12,680,373 pull requests)

Warning: The uploaded dataset is compressed from 185GB down to 25.1GB.

Purpose

The purpose of this dataset (corpus) is to provide a large dataset of software developer comments (natural language) for research. We intend to use this data in our own research, but we hope it will be helpful for other researchers.

Collection Process

Full implementation details can be found in the following publication:

• Benjamin S. Meyers. Human Error Assessment in Software Engineering. Rochester Institute of Technology. 2023.

Data was downloaded using GitHub's GraphQL API via requests made with Python's requests library. We targeted 17,491 repositories with the following criteria:

• At least 850 stars.
• Primary language in the Top 50 from the TIOBE Index and/or listed as "popular" in GitHub's advanced search. Note that we collected the list of languages on August 31, 2021.

Due to design decisions made by GitHub, we could only get a list of at most 1,000 repositories for each target language. Comments from 113 repositories could not be downloaded for various reasons (failing API queries, JSONDecoderErrors, etc.). Eight target languages had no repositories matching the above criteria.

After collection using the GraphQL API, data was written to CSV using Python's csv.writer class. We highly recommend using Python's csv.reader to parse these CSV files as no newlines have been removed from developer comments.

88_million_developer_comments.zip

This zip file contains 135 CSV files; 3 per language. CSV names are formatted _, with being the name of the primary language and being one of co (commits), is (issues), or pr (pull requests).