Every recovery headline in 2026 quotes one number for a market that stopped behaving like one market back in 2024. An AI infrastructure engineer and a fresh computer science graduate read that same number and live opposite outcomes. One fields recruiter mail. The other watches applications vanish.
The data here comes from the Federal Reserve Economic Data software developer job postings index, which tracks openings across US industries and runs continuously through the entire downturn FRED, 2026. Three charts below carry the argument. The trend line plots the posting index at six-month steps from Q1 2023 to Q1 2026 against a base of 100. The sector chart ranks seven industry verticals by year-over-year growth, because an average taken across all of tech describes almost nobody. The skills chart scores the six capabilities employers name most often in the postings themselves.
Read the sector and seniority splits before you read the aggregate. The aggregate is what every summary repeats, and it is the part of this data with the least predictive value for any individual developer.
The short answer
Software developer job postings have increased 15% since mid-2025. After two years of layoffs, hiring freezes, and economic uncertainty, the tech job market is showing signs of recovery, and the trend line tells a story of resilience in the software development sector despite broader economic challenges FRED, 2026.
That recovery reaches some developers and skips others. Postings now sit near 85% of the Q1 2023 baseline after bottoming at 58% in Q1 2025. AI/ML roles are up 85% year over year while ad-tech postings fell 25% and social media fell 12%. Entry-level openings remain 45% below 2023 levels even as senior compensation recovers. The 15% figure is accurate. It simply describes a market that has split into a fast lane and a stalled one, and the rest of this analysis works out which lane a given skill set lands in.
The 2024-2025 Tech Job Market Recession
To understand the recovery, we must first examine the downturn.
Layoff Numbers:
2024 saw over 260,000 tech workers laid off globally. Major companies including Google, Amazon, Meta, and Microsoft reduced headcounts by 5-15%. Startups faced extinction-level events as venture funding dried up.
Hiring Freeze Impact:
Job postings for software developers dropped 35% from peak levels in early 2024. Entry-level positions were hit hardest, with new graduate hiring down 60% at major tech companies.
Economic Factors:
Rising interest rates, inflation concerns, and geopolitical tensions created a perfect storm. Companies prioritized profitability over growth. Technical debt reduction replaced new feature development.
The Bottom:
The market reached its lowest point in Q2 2025. Developer job postings were 40% below 2023 levels. Unemployment in tech reached 3.2%, historically high for the sector.
Current Recovery Indicators
The 15% increase since mid-2025 signals genuine recovery, not just statistical noise.
Job Posting Volume:
Current levels are approaching 85% of 2023 peaks. While not fully recovered, the trajectory is positive. Month-over-month growth has been consistent for three consecutive quarters.
Sector Variations:
Not all tech sectors are recovering equally. Some industries are booming while others remain stagnant.
Geographic Distribution:
Remote job postings have increased disproportionately. Companies have accepted distributed teams as permanent fixtures. Traditional tech hubs (SF, Seattle, NYC) are recovering faster than secondary markets.
Salary Trends:
Compensation is stabilizing after 2024's downward pressure. Average software engineer salaries have increased 4% year-over-year. Senior roles command premiums again after a brief compression.
Which Sectors Are Hiring
The recovery is uneven across industry verticals.
AI/ML Engineering:
The clear winner. Job postings for AI/ML engineers are up 85% year-over-year. Companies are investing heavily in AI capabilities. Salaries for AI specialists have increased 20-30%.
Healthcare Technology:
Digital health continues growing. Electronic health records, telemedicine platforms, and health data analytics drive demand. Regulatory compliance requirements create specialized roles.
Financial Technology:
Fintech is rebounding strongly. Payment processing, blockchain applications, and automated trading systems require engineering talent. Traditional banks are competing with startups for developers.
Cybersecurity:
Security engineers remain in high demand. Breach headlines drive corporate investment. Zero-trust architecture implementations create sustained hiring needs.
E-commerce:
Online retail platforms are expanding engineering teams. Personalization engines, logistics optimization, and mobile commerce drive growth.
Struggling Sectors:
Social media platforms, ad-tech, and consumer apps remain cautious. Metaverse-related roles have declined 70% from 2023 hype peaks. Cryptocurrency companies have stabilized at much lower headcounts.
In-Demand Skills for 2026
The skills employers want have shifted during the recovery.
AI/ML Integration:
Not just building models, but integrating AI into existing products. Prompt engineering, LLM fine-tuning, and AI safety are emerging specializations.
Cloud Architecture:
Multi-cloud expertise is valued. Kubernetes, Terraform, and cloud-native development are table stakes. Cost optimization skills are particularly prized.
Full-Stack Development:
Versatility wins. Developers who can work across frontend, backend, and infrastructure are in demand. TypeScript, React, Node.js, and Python dominate job postings.
Data Engineering:
Building data pipelines, warehouses, and analytics platforms. Real-time processing and streaming architectures are growth areas.
Security Engineering:
Application security, secure coding practices, and compliance automation. DevSecOps integration is standard expectation.
Soft Skills:
Communication, business acumen, and adaptability are increasingly valued. Remote work requires self-management capabilities.
Entry-Level Market Conditions
New graduates face the most challenging conditions.
The Experience Paradox:
Employers want experienced developers but laid off junior staff disproportionately. Entry-level postings remain 45% below 2023 levels.
Alternative Pathways:
Bootcamps and alternative credentials are losing favor. Traditional computer science degrees are regaining prestige. Internship experience is critical.
Advice for New Developers:
- Build public portfolios with real-world projects
- Contribute to open source
- Network aggressively through communities
- Consider adjacent roles (QA, support, DevOps) as entry points
- Be geographically flexible
Remote Work Normalization
The pandemic-era remote work experiment has become permanent policy.
Hybrid Models:
Most companies (68%) have settled on hybrid arrangements. Two to three days in office is standard. Fully remote roles are available but competitive.
Global Competition:
Remote work means competing globally. Developers in lower-cost regions compete for US salaries. Companies arbitrage geographic salary differences.
Collaboration Challenges:
Onboarding and mentorship suffer remotely. Junior developers report slower career progression. Companies are investing in virtual collaboration tools.
Salary Expectations in 2026
Compensation is recovering but remains below 2022 peaks.
United States:
- Entry-level: $75,000 - $95,000
- Mid-level: $110,000 - $150,000
- Senior: $160,000 - $220,000
- Staff/Principal: $250,000+
Europe:
- Entry-level: €45,000 - €60,000
- Mid-level: €65,000 - €85,000
- Senior: €90,000 - €120,000
Remote/Global:
Salaries are trending toward regional averages rather than location premiums. US-based remote roles pay 15-20% less than SF/NYC office roles.
Equity Compensation:
Startup equity packages are less generous than 2021. Vesting schedules are longer. Liquidity events are rarer.
Conclusion
The software developer job market is recovering, but it is not the same market as 2022. The AI boom has created new specializations. Remote work has globalized competition. Economic caution has made efficiency a priority.
For developers, the message is clear: adapt to AI integration, build demonstrable expertise, and remain flexible about work arrangements. The days of easy job hopping and inflated salaries are over. The new market rewards skill, specialization, and business acumen.
The 15% increase in job postings is a leading indicator. Hiring precedes economic confidence by several months. If the trend continues, 2026 could mark the return of a healthy, sustainable tech job market.
The industry has matured. So must the developers who power it.
If you are building a team for this market rather than job hunting in it, Pooya Golchian helps companies hire and structure an AI engineering team and reshape delivery around agentic software engineering. Start a conversation to plan the hires.
Pooya Golchian is an AI Transformation Lead in Dubai who embeds with B2B teams and ships agentic AI into production. Follow him on Twitter @pooyagolchian for more insights on the tech industry.