US Software Job Postings Rose Almost 15%, and Senior Roles Took 71% of the Gain in the Year to May 2026

US software development job postings have grown by almost 15% since the launch of Claude Code in late February, 2025, while overall job postings fell by 7%, but the gains are not shared evenly. 71% of the increase in software development job postings between May 2025 and May 2026 is from senior roles, and 37% is due to jobs that mention AI in their title. Those figures come from a job postings analysis dated July 8, 2026, which a CNBC report brought back into the news in October, so the core numbers run through May and June 2026, not October 2026. For Metaintro readers who are early in a coding career, this guide sets those postings figures next to the newest daily index, government pay and outlook data, and the skills GitHub's career advice points to.

What Do the Software Job Posting Numbers Actually Show?

The headline figure counts postings, not hires, and since February 2025, the number of job postings for software developers in the US has risen almost 15%, while job postings overall have declined by 7%. That is a reversal, because job postings for occupations with more potential exposure to AI-driven change, including software development, generally fell the most between 2022 and 2026.

The more recent period tells the opposite story. Between May 2025 and May 2026, the most AI-exposed occupations have generally seen the largest rebound in postings, and the pattern is true not just for software development, but also other AI-exposed occupations.

With the exception of Germany and France, the share of all job postings that are software development jobs has been on the rise in most large, developed economies analyzed, and English-speaking countries seem to have more consistent positive trends.

How Far Below Pre-Pandemic Levels Are Software Postings Now?

The rebound has a low starting point, since through June 2026 software development job postings remain about 27.5% below their pre-pandemic level, while overall job postings are essentially the same as in February 2020.

The same postings data also appears as a daily software development job-postings index published on FRED, the St. Louis Fed's data site, where the index is set at 100 on February 1, 2020 and seasonally adjusted. Its latest reading was 78.33 for 2026-10-02, up from 78.09 on 2026-09-28.

At the end of June, the same index read 73.45 on 2026-06-30, so the early October reading is higher than the June one, though both sit under the February 2020 baseline of 100.

How Concentrated Was the Rebound in Senior Roles?

71% of the increase in Software Development job postings between May 2025 and May 2026 came from senior roles, and 37% came from jobs that mention AI in their title. Those two groups are not separate buckets, since the chart behind them shows senior roles account for 71% of the net increase and AI-related titles for 37%, with the two categories overlapping. The two headline figures cover different windows, since the almost 15% rise is measured from the launch of Claude Code in late February, 2025, while the 71% senior share covers the increase between May 2025 and May 2026.

This preliminary evidence is in line with previous research focused on the disproportionate impact of AI on entry-level jobs, and even with the rebound, the job market could still be experiencing a seniority-biased technological change, the July analysis concluded.

This suggests demand is growing for experienced professionals who can work with AI, not necessarily a broad-based recovery across all software roles, according to the July job postings analysis.

Did AI Coding Tools Cause the Rebound?

That link is not proven, since correlation does not imply causation, and Claude Code and other agentic AI tools arriving at about the same time as the rebound is a coincidence that cannot be ignored. There were, of course, many other factors influencing the market both then and now.

The longer history matters too. The earlier decline in the software developer field was not solely an AI story, according to McKinsey Global Institute research cited by CNBC, and the rebound comes after a steep drop from a 2022 hiring peak, when technology companies pulled back after a pandemic-era surge in hiring. Other researchers have argued that the declines in vacancies for AI-exposed occupations began before late 2022.

One in three pull requests on GitHub now involves an AI agent, GitHub said in a post dated October 7, 2026, and a year ago, that number was fewer than one in 10. If that pace holds, most of the code pushed to GitHub could be written by an agent within the next two years, GitHub wrote.

What Is Happening to Developers Aged 22 to 25?

Employment for software developers ages 22 to 25 has fallen nearly 20% from 2024, in the 2026 AI Index economy chapter from Stanford HAI. AI's labor market effects are showing up unevenly, concentrated in hiring pipelines and the youngest workers in exposed occupations.

One-third of organizations expect AI to reduce their workforce in the coming year, and anticipated reductions are highest in service operations, supply chain, and software engineering. At the same time, almost half of organizations surveyed expected little to no change, and large-scale job losses have not yet shown up in overall employment data.

On productivity, studies report gains of 14% to 15% in customer support, 26% in software development, and 50% in marketing output, and recent evidence raises concerns that heavy AI reliance may carry long-term learning penalties that slow skill development over time.

ADP payroll data on millions of U.S. workers through June 2026 shows no evidence of widespread, economy-wide job displacement, in a Stanford Digital Economy Lab working paper revised on August 12, 2026. Young workers are the exception, and employment of young workers aged 22 to 25 in AI-exposed occupations now stands 19% below where it would be had it kept pace with that of their less-exposed peers, and experienced workers show no comparable gap.

The gap operates primarily through reduced hiring of young workers rather than increased separations. Declines are concentrated in occupations where AI usage primarily substitutes for human tasks, while where usage primarily complements workers, employment is flat or rising, especially for experienced workers. The gap also persists when excluding technology firms and computer occupations, though the patterns attenuate when controlling for education and show some divergent trends predating generative AI, and the authors describe their results as early, descriptive indicators rather than causal estimates.

Is AI Exposure Raising or Lowering Advertised Pay?

Since 2021, advertised pay in the most AI-exposed occupations has climbed by about 46% (versus 25% in the least-exposed), in a separate analysis of US salaried postings dated September 17, 2026. High-exposure work in that study includes software development, IT support, data and analytics, marketing, and finance.

The pay premium appears to widen with seniority, large for senior roles, moderate at mid-level, and negligible at entry level. At the senior level, more-exposed pay grew 45% from its 2021 level by mid-2026, compared with 28% for less-exposed pay, a gap of about 17 points, while at the entry level, there is only a modest 2-point gap. That seniority split is treated as suggestive, because the regression terms behind it are mostly not statistically significant. Measured against a 2022 baseline instead, the gap is far more even across levels, roughly 5 points at entry, 6 at mid, and 7 at senior.

The posting mix shifted too. In the most-exposed occupations, the entry-level share of postings fell from 29% to 10% between 2021 and 2026, while the senior share rose from 22% to 47%. Because the pay figures come from posted jobs, some of the rise reflects a shift toward fewer, more senior postings, and that shift is larger in more AI-exposed work. That study counts only postings advertising an annual salary, which skew considerably more senior than all US postings.

What Does Government Data Say About Developer Jobs and Pay?

Software developers held about 1.7 million jobs in 2025, in the Occupational Outlook Handbook from the U.S. Bureau of Labor Statistics. The median annual wage for software developers was $135,980 in May 2025, and the lowest 10 percent earned less than $82,460, and the highest 10 percent earned more than $214,670.

Overall employment of software developers, quality assurance analysts, and testers is projected to grow 10 percent from 2025 to 2035, and about 106,100 openings for software developers, quality assurance analysts, and testers are projected each year, on average, over the decade. Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force. That is a projection, not a count of open jobs.

The entry route is spelled out. Workers in the group typically need a bachelor's degree in computer and information technology or a related field, such as engineering or mathematics, and students may gain experience in software development by completing an internship, such as at a software company, while in college. For some software developer positions, employers may prefer that applicants have a master's degree.

Today's entry-level talent becomes tomorrow's senior experts, economist Sneha Puri said, according to the CNBC report.

Which Skills Do an Economist, GitHub and Federal Data Point Developers Toward?

Even if AI can handle some technical coding tasks, companies still need developers to oversee that work, refine products and help clients integrate the technology into their day to day operations, Puri said. For students, "being able to use AI in your work and improve your efficiency is a great place to start", but "communication, interpersonal skills and leadership are also really important", in Puri's words.

Developers increasingly need to know how to direct AI, evaluate its output, communicate tradeoffs, and make sound technical decisions, in GitHub career advice dated October 2, 2026, which gives three tips:

• Learn to direct AI, not just use it, which means defining the problem, giving context, reviewing AI-generated code and deciding what is ready to ship.
• Don't trust AI's first answer, and the post suggests asking a second model to critique the first, then judging both yourself.
• Use AI to solve bigger problems, such as understanding customer needs, weighing tradeoffs and designing better systems.

Software developers, quality assurance analysts, and testers must be able to give clear instructions and explain problems that arise to other team members involved in development, and they must be able to work well with others who contribute to designing, programming, and testing successful software. Throughout their career, developers must keep up to date on new tools and computer languages.

What Are Employers Being Advised to Do?

Employers also have a role to play in preserving routes into the field, Puri said. "If employers don't build those pipelines now, they're not going to have senior talent they need 10 years down the line", she said.

The takeaway for employers is to keep pay benchmarks up to date in AI-adjacent industries such as tech, marketing, and finance, in the September pay analysis, and since AI skills appear to command a premium, highlighting them in job postings could be a useful attraction lever.

What This Means for Junior Developers, and What Should You Do Next?

Postings have risen almost 15% since the launch of Claude Code in late February, 2025, yet the newest index reading of 78.33 is still under its February 2020 base, and the entry-level share of salaried postings in the most AI-exposed fields fell from 29% to 10% between 2021 and 2026.

• Read titles for AI. Jobs with AI in the title accounted for 37% of the May 2025 to May 2026 increase, a group that overlaps with senior roles, so search those titles too, not just generic developer roles.
• Show you can review, not just write. Trust AI enough to use it but not enough to skip review, in GitHub's words. Put a project in your portfolio where you checked and fixed AI output, and explain the fix.
• Build the people skills. Communication, interpersonal skills and leadership came up in Puri's advice, and the federal handbook lists communication skills among the qualities developers need.
• Get real experience early. Students may gain experience in software development by completing an internship, such as at a software company, while in college.
• Do not lean on AI while you learn. Recent evidence raises concerns that heavy AI reliance may carry long-term learning penalties, so practise the fundamentals yourself.
• Check pay against the median. Know the May 2025 median of $135,980 for developers and the lowest 10 percent mark of $82,460 when you weigh an offer, and compare with our look at the highest-paying software jobs and our guide to junior software developer salary in 2026.

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People Also Asked

Q: Are software developer job postings back to pre-pandemic levels?

A: No. Through June 2026 they were about 27.5% below their pre-pandemic level, and the daily index read 78.33 for 2026-10-02 against a February 2020 base of 100.

Q: Who is getting most of the new software developer postings?

A: Senior roles accounted for 71% of the increase in software development job postings between May 2025 and May 2026, and job titles that mention AI accounted for 37% of the increase, with the two groups overlapping.

Q: Is AI hurting young software developers?

A: Employment for software developers ages 22 to 25 has fallen nearly 20% from 2024, and the advertised pay premium in AI-exposed jobs appears negligible at entry level, though the Stanford Digital Economy Lab describes its own findings as early, descriptive indicators rather than causal estimates.

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