Most coverage of tech layoffs stops at the scary number. Another 10,000 jobs gone. Another famous company cutting teams. Another LinkedIn thread pretending the sky is falling. That is useful up to a point, but it misses the question software developers actually care about: is the market recovering, or are we still sliding?
This page is built to answer that question with actual data. I pulled together layoff trackers, hiring reports, government labor projections, and employer demand signals to see what happened after the big cuts. The picture is a lot more interesting than the headline version. Layoffs are still happening. They are not imaginary, and they are not trivial. But recovery signals are also real, especially if you look at unemployment, job postings, replacement demand, and the parts of the market that kept hiring while everyone else panicked.
If you are a developer trying to make career decisions in 2026, this matters. You do not need a motivational speech. You need to know whether companies are hiring again, what kinds of roles are coming back first, how long this correction is likely to last, and what the numbers say about your odds. That is what you will find here. Every stat is tied to a named source. No filler. No made-up optimism. Just the data, and what it means.
1. Key Recovery Statistics at a Glance
Let’s start with the high-signal numbers.
- 92,272 tech employees were laid off across 98 companies on layoffs.fyi at the time of research for 2026 year-to-date.
- TrueUp’s tracker showed 95,878 people impacted across 249 tech layoff events in 2026, or about 864 people per day.
- TrueUp recorded 245,953 people impacted across 783 layoffs in 2025, equal to roughly 674 people per day.
- The U.S. tech occupation unemployment rate dropped to 2.8% in June 2025, according to CompTIA, after sitting at 3.4% in May.
- CompTIA estimated tech occupation employment increased by a net 90,000 workers in June 2025.
- By August 2025, CompTIA still reported low tech unemployment at 3.0%, with an estimated 6.9 million professionals employed in core tech positions.
- Active employer job listings for tech positions reached 455,341 in June 2025, and 446,763 in August 2025.
- Software developers and engineers were the top-demand occupation in CompTIA’s August 2025 posting data, with 37,180 new listings.
- The U.S. Bureau of Labor Statistics projects software developer employment to grow 15% from 2024 to 2034, adding about 267,700 new jobs.
- CompTIA’s State of the Tech Workforce says the tech workforce should grow about 2x as fast as the overall U.S. workforce over the next decade, with replacement demand averaging roughly 352,000 workers per year.
- CompTIA counted nearly 125,000 active AI-related tech job postings in May 2025.
- Nearly 50% of CompTIA’s June 2025 tech postings did not require a four-year degree.
That is the short version. Layoffs are still large enough to hurt. Recovery is still strong enough to matter. Both things are true at the same time.
2. First, No, the Layoff Pain Is Not Over
I want to be blunt about this because a lot of career advice in tech either turns catastrophist or delusional. The layoffs were not a one-week news cycle. They became a multi-year correction, and they are still showing up in 2026 data.
Layoffs.fyi, the tracker that has been following tech cuts since 2020, showed 92,272 tech employees laid off across 98 companies for 2026 year-to-date when I pulled the data. That alone is enough to remind you that the market has not snapped back to the easy-money hiring days. TrueUp’s parallel tracker was even higher, showing 95,878 people impacted across 249 layoffs in 2026. For 2025, TrueUp logged 245,953 people impacted across 783 layoff events.
Those sources use different methodologies, so you should not force them into a fake single number. But they agree on the direction: there are still plenty of companies cutting staff, and the damage is still meaningful. Even the layoffs.fyi snippet for prior years shows how big the wave got. It listed 124,201 layoffs across 271 companies for one yearly period, 152,922 across 551 companies for another, and 264,320 across 1,193 companies at the peak period shown in search data. You do not get numbers like that unless the whole sector is going through a major reset.
That matters because it explains why the developer mood stayed sour even when hiring indicators improved. Recovery does not feel like recovery when your feed still contains layoff announcements every week. That emotional lag is real. It also creates opportunity, because many developers keep acting like the market is frozen long after the data says selective hiring has resumed.
3. The Best Recovery Signal Is Not Layoffs, It Is Unemployment
If you want to know whether a market is healing, staring only at layoff headlines is the wrong move. The stronger signal is unemployment among the actual workers in that field. On that measure, tech looks a lot healthier than the vibe online suggests.
CompTIA reported that the unemployment rate for technology occupations fell to 2.8% in June 2025, down from 3.4% in May. The same report said tech occupation employment increased by an estimated net 90,000 workers for the month. That is not what a collapsing profession looks like. In September 2025, CompTIA reported tech unemployment at 3.0% for August, which is slightly higher than July’s 2.9% but still very low by normal labor-market standards.
Think about what that means. You can have tens of thousands of layoffs and still end up with low unemployment if displaced workers are getting absorbed elsewhere, if hiring remains active across non-headline companies, or if the cuts are concentrated in one slice of the sector while the rest keeps growing. That is exactly what the data suggests happened.
CompTIA also estimated 6.9 million professionals employed in core tech positions in August 2025. Against a workforce that large, the market can suffer a painful correction without invalidating the long-term demand for engineers. In other words, layoffs tell you the market is more selective. Low unemployment tells you the market is still fundamentally alive.
This is the number I would watch if I were making career bets. When unemployment in a field stays near 3%, the issue is not “there are no jobs.” The issue is “the wrong people are chasing the wrong jobs with the wrong positioning.” That is a very different problem, and a much more fixable one.
4. Hiring Demand Never Disappeared, It Shifted
The next important recovery signal is job demand. CompTIA’s June 2025 report counted 455,341 active employer job listings for tech positions, with 211,924 newly added that month. Its September 2025 update still showed 446,763 active postings, including 186,769 newly added in August. Those are not bubble-era numbers, but they are also not dead-market numbers.
More interestingly, the demand was concentrated in roles developers should pay attention to. In June 2025, CompTIA said demand was strongest for software developers and engineers, systems engineers and architects, tech support specialists, cybersecurity engineers and architects, and network engineers and architects. In August 2025, CompTIA broke out the new-listing totals more clearly: 37,180 for software developers and engineers, 15,871 for systems engineers and architects, 12,822 for tech support, and 10,963 for cybersecurity engineers and analysts.
That is a crucial correction to the lazy story that “companies are replacing developers with AI.” If that were the whole story, software developer roles would not keep leading the demand charts. What the data really shows is that employers got pickier. They still want developers. They just want developers who can ship, adapt, and work in business areas that still have budget.
One more signal matters here. CompTIA said nearly 50% of June 2025 tech job postings did not specify a four-year degree requirement. That is a big deal for bootcamp grads, self-taught developers, and career changers. In a weak market, employers usually become more credential-heavy. Seeing that much degree flexibility suggests they still care more about capability than pedigree in a large share of roles.
5. Where the Recovery Is Coming From
A lot of people still think “tech jobs” means Silicon Valley product companies. That mental model will make you misread the recovery. CompTIA’s State of the Tech Workforce 2025 says only about 40% of technology professionals work for technology companies. The other 60% work in organizations across the rest of the economy. That means banks, insurers, healthcare systems, manufacturers, government agencies, retailers, logistics companies, and consulting firms are all part of the developer labor market.
This matters because recovery often starts outside the companies that dominate the headlines. When Meta, Amazon, or another giant cuts a few thousand people, it feels like the whole industry is collapsing. But a mid-sized insurance company modernizing its internal platforms does not trend on social media when it opens 40 engineering roles. A healthcare company building patient systems does not become the face of the recovery even though it may be hiring steadily for months.
CompTIA also notes that the top industry sectors employing tech workers account for about 96% of workers, and the leading sectors include tech, professional and technical services, finance and insurance, and the public sector. That spread is one reason unemployment stayed relatively low even through the layoff cycle. Developers were not dependent on one narrow employer type.
So where is the recovery coming from? It is coming from business demand for software everywhere, not just from a few glamour employers. Companies still need cloud migrations, internal tools, security upgrades, analytics platforms, customer software, AI-enabled workflows, mobile apps, data pipelines, and old systems rebuilt. That underlying work did not vanish. It got budget scrutiny, and then it kept going.
6. AI Is Distorting the Market, but It Is Also Fueling the Recovery
AI is the part everyone wants to argue about, so let’s stay grounded in the numbers. CompTIA’s State of the Tech Workforce 2025 says employer hiring activity for AI skills reached nearly 125,000 active job postings in May 2025. Its June 2025 Tech Jobs Report said job listings tied to AI fluency were up 153% versus the same period in 2024. Its August 2025 report still showed strong growth, with the AI Hiring Intent Index up 94% from a year earlier.
That tells you two things at once. First, AI is absolutely changing the market. Second, it is not just cutting roles, it is creating hiring demand around new workflows, tools, and product directions. If you only track “AI replaced some junior tasks,” you are seeing half the picture. The other half is that employers are actively paying for people who can help them apply AI responsibly and productively.
This is one reason the recovery has felt uneven. Generalist developers searching for the same roles they applied to in 2021 are having a rough time. Developers who can pair traditional engineering with cloud, data, security, or AI-adjacent skills are benefiting from the parts of the market where budgets expanded fastest.
I do not think every developer needs to become a machine learning researcher. I do think every serious developer should learn how AI tools change the shape of delivery work, how to integrate AI services into products, and how to think about evaluation, privacy, and reliability. The market is telling you that loudly. When AI-related hiring demand grows triple digits while overall sentiment remains gloomy, that is not noise. That is a directional signal.
7. The Long-Term Outlook Still Favors Developers
Short-term corrections make people forget what the profession looks like over a decade. The BLS projects employment for software developers, QA analysts, and testers to grow 15% from 2024 to 2034. Search results for the BLS and Monthly Labor Review coverage point to about 267,700 new jobs added through 2034, with software developers among the occupations expected to add the second-largest number of jobs in the country.
CompTIA’s State of the Tech Workforce puts the broader context around that. It says the tech workforce should grow around twice as fast as the total U.S. workforce over the next ten years. It also estimates replacement demand for tech occupations at about 352,000 workers per year during the 2024 to 2034 period. That replacement number matters because not every opportunity comes from net-new growth. A lot of opportunity comes from retirements, career changes, and ordinary churn in an enormous labor market.
This is where a lot of fear-driven commentary gets the story wrong. A profession can go through a savage repricing and still be one of the best long-term bets in the economy. In fact, that is often what happens when a market overhires during a boom. The excess gets purged, weak companies get exposed, and then the demand for real productive work keeps marching forward.
Does that guarantee smooth sailing for every developer? Not even close. But it does tell you that betting against software as a career is still a pretty strange move. Modern companies run on software. Governments run on software. Supply chains, medicine, finance, defense, transportation, and media all run on software. The market may pay developers differently across cycles, but it is not done needing them.
8. Who Benefits First in a Recovery
One detail from CompTIA’s postings data is especially useful if you are trying to assess your own odds. In June 2025, open positions were split roughly 21% for workers with 0 to 3 years of experience, 30% for workers in the 4 to 7 year range, and 17% for workers with 8 or more years. In August 2025, the pattern was almost identical: 21% for 0 to 3 years, 29% for 4 to 7 years, and 16% for 8 or more years.
That tells me the middle of the market recovered first. Employers clearly want experienced people who can contribute without much ramp-up time. That is normal after a correction. Companies get cautious, keep teams lean, and favor hires who are more likely to produce fast.
But the data also matters for juniors. Twenty-one percent is not zero. It is not even tiny. The entry-level market is harder than it was during the pandemic bubble, but it still exists. The problem is that junior candidates tend to cluster around the most obvious openings and show up with interchangeable resumes. In a market like this, being even slightly above average in proof of work matters a lot. A junior developer with shipped projects, some public code, strong communication, and a clear niche can still win.
The real danger is assuming the market owes you a smooth on-ramp. It does not. Recovery markets reward positioning. Mid-level developers benefit from accumulated experience. Senior developers benefit from specialization and networks. Juniors benefit by acting like builders instead of applicants. Same market, different game depending on where you stand.
9. What Developers Should Do With This Data
The first takeaway is simple. Stop making decisions based on headlines alone. Headlines overweight big-brand layoffs because big-brand layoffs are dramatic. Your career should be guided by labor-market structure, not by whichever company hit the front page this week.
The second takeaway is that mobility matters more than loyalty. In a correction, companies optimize for margins, investor narratives, and product priorities. That is their job. Your job is to stay employable. Build a career asset base that moves with you: strong engineering fundamentals, business-relevant domain knowledge, AI fluency, communication skills, and visible proof that you can solve real problems.
Third, target the market that is hiring, not the market you wish existed. The strongest signals in the current data point toward software engineering, systems work, cybersecurity, support-adjacent technical roles, and AI-enabled work. That does not mean abandon your interests. It does mean paying attention to where companies still show urgency.
Fourth, widen your employer map. If you only apply to famous product companies, you are fishing in the most crowded pond. The broader economy still employs the majority of tech talent. Plenty of stable, interesting, well-paid developer work exists outside the companies everyone debates on social media.
Finally, do not confuse recovery with ease. A recovering market is still competitive. It just means the opportunity set is expanding again. The developers who usually benefit first are the ones who can adapt fast enough to meet the market where it actually is, not where it was during the boom.
10. Sources Used
This resource cites the following primary sources and source pages:
- Layoffs.fyi, Tech and Startup Layoff Tracker
- TrueUp, Layoffs Tracker and related search-indexed trend pages
- CompTIA, Tech Hiring Activity Outpaces Expectations, July 3 2025
- CompTIA, Latest Employment Data Confirms an Uneven Tech Hiring Landscape, September 5 2025
- CompTIA, State of the Tech Workforce 2025
- U.S. Bureau of Labor Statistics, Software Developers, Quality Assurance Analysts, and Testers
- U.S. Bureau of Labor Statistics, Industry and Occupational Employment Projections Overview and Highlights, 2024 to 2034
Methodology note: tracker totals vary by source because inclusion rules, timing, geography, and event definitions differ. Where source totals conflict, this page reports the figures transparently instead of flattening them into one false-precision number.
11. Bottom Line
So, is tech recovering from the layoff wave? Yes, but unevenly.
The cuts are still real. Tens of thousands of people are still getting hit, and some companies are clearly not done restructuring. But the broader data does not support the claim that software development is in permanent decline. Tech unemployment remained low. Active job postings stayed high enough to matter. Software developers kept leading demand categories. AI hiring accelerated. Long-term employment projections stayed strong. And replacement demand alone points to hundreds of thousands of openings a year.
If you are waiting for the exact market conditions of 2021 to come back, you may be waiting a long time. That was a bubble, not a baseline. But if you are trying to understand whether there is still a durable career here for disciplined developers, the answer is absolutely yes. The recovery is not about easy hiring. It is about a healthier, more selective market where real skills matter more than hype.
The developers who will benefit most from this recovery are not the ones with the fanciest employer logos in their past. They are the ones who can connect business needs to shipped software, learn the tools companies are funding right now, and move faster than the average applicant. Markets like this punish passivity. They reward clarity.
That is uncomfortable if you were depending on hype. It is good news if you are willing to become hard to ignore.