Developers using these programming languages were the best paid in 2024
Research shows software developers proficient in Scala are among the best remunerated across the industry
Software developers proficient in the Scala programming language are among the best remunerated in the industry, according to new survey data.
JetBrains’ annual State of Developer Ecosystem report for 2024 spoke to 23,262 developers to gain an insight on the programming languages, tools, and technologies that have dominated their work over the last year.
The report ranked the share of top-paid employees with salaries in the top quartile in their country or region by language, with 37% of the best paid developers using Scala.
The rest of the top five were Go (35%), Kotlin (34%), C (33%), and C++ (32%), closely followed by shell scripting (31%), Java (30%), Python (29%), and Rust (27%).
The report included a link to JetBrains’ Developer Ecosystem Data Playground, which features an IT salary calculator to estimate developer salaries based on their level of experience, primary programming language, and region.
Looking at the UK in particular, two-fifths of Python developers with 1-2 years of experience are estimated to make between $3,001 - 4,000 per month, whereas 42% of C# developers with the same amount of experience make $2,001 - 3,000.
JetBrains noted that salaries aren’t necessarily determined by language alone, and the specific job role of the developer has a considerable impact on their wage.
Sign up today and you will receive a free copy of our Future Focus 2025 report - the leading guidance on AI, cybersecurity and other IT challenges as per 700+ senior executives
For example, the report said shell scripting was ranked among the best paid languages largely because it’s heavily used by DevOps engineers, who tend to have higher salaries.
Beyond the specific language they specialize in, the gender pay gap remains significant in software development, with 28% of male programmers earning in the top quartile of their region, compared to just 19% of their female counterparts.
AI coding tools are entering the mainstream
On the technologies that are shaping the software development industry, JetBrains found the vast majority of programmers cited using AI coding tools in their daily workflow.
The report stated that 69% of developers had tried ChatGPT and 49% said they regularly used the tool for coding or other development related activities.
GitHub Copilot was ranked as the second most popular AI tool used by devs, with two-fifths of respondents saying they had tried the platform with just over a quarter (26%) stating they regularly use it.
“Many coders are clearly getting a feel for AI, but only time will tell whether this emerging tooling will be embraced in the long run,” the report commented.
RELATED WHITEPAPER
When asked what benefits they get from using AI tools for coding and other development-related activities, 67% of developers said it helped them save time on searching for information.
Faster coding and development was cited by 58%, with faster completion of repetitive tasks and increased productivity noted by 57% of respondents.
Other frequently referenced benefits included shorter learning time for new technologies, frameworks, and languages (45%), less mental effort required for coding (39%), and a better coding and development experience overall (36%).

Solomon Klappholz is a former staff writer for ITPro and ChannelPro. He has experience writing about the technologies that facilitate industrial manufacturing, which led to him developing a particular interest in cybersecurity, IT regulation, industrial infrastructure applications, and machine learning.
-
Redefining resilience: Why MSP security must evolve to stay aheadIndustry Insights Basic endpoint protection is no more, but that leads to many opportunities for MSPs...
-
Microsoft unveils Maia 200 accelerator, claiming better performance per dollar than Amazon and GoogleNews The launch of Microsoft’s second-generation silicon solidifies its mission to scale AI workloads and directly control more of its infrastructure
-
So much for ‘trust but verify’: Nearly half of software developers don’t check AI-generated code – and 38% say it's because it takes longer than reviewing code produced by colleaguesNews A concerning number of developers are failing to check AI-generated code, exposing enterprises to huge security threats
-
Microsoft is shaking up GitHub in preparation for a battle with AI coding rivalsNews The tech giant is bracing itself for a looming battle in the AI coding space
-
AI could truly transform software development in 2026 – but developer teams still face big challenges with adoption, security, and productivityAnalysis AI adoption is expected to continue transforming software development processes, but there are big challenges ahead
-
AI is creating more software flaws – and they're getting worseNews A CodeRabbit study compared pull requests with AI and without, finding AI is fast but highly error prone
-
AI doesn’t mean your developers are obsolete — if anything you’re probably going to need bigger teamsAnalysis Software developers may be forgiven for worrying about their jobs in 2025, but the end result of AI adoption will probably be larger teams, not an onslaught of job cuts.
-
Google CEO Sundar Pichai thinks software development is 'exciting again' thanks to vibe coding — but developers might disagreeNews Google CEO Sundar Pichai claims software development has become “exciting again” since the rise of vibe coding, but some devs are still on the fence about using AI to code.
-
‘Slopsquatting’ is a new risk for vibe coding developers – but it can be solved by focusing on the fundamentalsNews Malicious packages in public code repositories can be given a sheen of authenticity via AI tools
-
Google Brain founder Andrew Ng thinks everyone should learn programming with ‘vibe coding’ tools – industry experts say that’s probably a bad ideaNews Vibe coding might help lower the barrier to entry for non-technical individuals, but users risk skipping vital learning curves, experts warn.