State of Tech Hiring — Q3 2026
Comprehensive hiring analysis for Q3 2026: 26,367 listings, 249 companies, salary data and skill movements.
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Datamata Studios
Comprehensive hiring analysis for Q3 2026: 26,367 listings, 249 companies, salary data and skill movements.
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Q3 2026 tech hiring report: 26,367 job listings analysed across 249 companies. Skill demand rankings, salary data and quarter-over-quarter trends.
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26,367 listings analysed · 249 companies · July 01 – September 30, 2026
AI Agents dominated Q3 2026 hiring across every major function, surging +6.4 percentage points in Product & Design, +5.9 percentage points in AI & Machine Learning, +3.2 percentage points in Software Engineering and +2.3 percentage points in Security. Across 26,367 active listings from 249 companies, the quarter's steepest declines hit legacy tools hard, with Excel dropping as much as -24.3 percentage points and AWS falling -17.7 percentage points in demand share. The data signals a clear reallocation of hiring priorities away from traditional productivity and cloud infrastructure skills toward agentic AI capabilities.
Key movements this quarter:
Software Engineering dominates Q3 2026 hiring with 9,882 listings across 249 companies, accounting for the largest share of the 26,367 total job postings tracked this quarter. Data & Analytics follows with 6,500 listings, making these two categories together responsible for the majority of all open roles. Demand thins considerably in Product & Design (1,779 listings) and Security (1,721 listings), signalling where hiring budgets are most concentrated.
6,500 active listings
| Rank | Skill | Demand | QoQ Change |
|---|---|---|---|
| 1 | AWS | 4.0% | -6.2 percentage points |
| 2 | ETL | 3.8% | +0.4 percentage points |
| 3 | Data Modeling | 3.4% | -1.9 percentage points |
| 4 | Azure | 3.2% | -1.6 percentage points |
| 5 | Databricks | 2.9% | -1.3 percentage points |
9,882 active listings
| Rank | Skill | Demand | QoQ Change |
|---|---|---|---|
| 1 | Java | 10.3% | -2.4 percentage points |
| 2 | AWS | 9.4% | -11.4 percentage points |
| 3 | Javascript | 6.0% | -0.9 percentage points |
| 4 | Agile / Scrum | 4.9% | -2.9 percentage points |
| 5 | CI/CD | 4.7% | -1.7 percentage points |
1,779 active listings
| Rank | Skill | Demand | QoQ Change |
|---|---|---|---|
| 1 | Llms / Genai | 8.4% | -1.1 percentage points |
| 2 | A/b Testing | 6.9% | -3.8 percentage points |
| 3 | AI Agents | 6.4% | +6.4 percentage points |
| 4 | Figma | 5.0% | -1.8 percentage points |
| 5 | Machine Learning | 2.8% | -3.3 percentage points |
3,610 active listings
| Rank | Skill | Demand | QoQ Change |
|---|---|---|---|
| 1 | AWS | 15.8% | -6.2 percentage points |
| 2 | CI/CD | 13.8% | -6.5 percentage points |
| 3 | Azure | 12.7% | -5.1 percentage points |
| 4 | Kubernetes | 10.5% | -4.8 percentage points |
| 5 | Docker | 5.5% | -8.5 percentage points |
1,721 active listings
| Rank | Skill | Demand | QoQ Change |
|---|---|---|---|
| 1 | AWS | 9.2% | -13.4 percentage points |
| 2 | Incident Response | 6.7% | -4.4 percentage points |
| 3 | Python | 6.1% | -6.9 percentage points |
| 4 | Azure | 4.8% | -8.3 percentage points |
| 5 | GCP | 4.4% | -3.5 percentage points |
2,875 active listings
| Rank | Skill | Demand | QoQ Change |
|---|---|---|---|
| 1 | Machine Learning | 30.7% | -11.3 percentage points |
| 2 | Llms / Genai | 18.2% | -5.0 percentage points |
| 3 | AI Agents | 5.9% | +5.9 percentage points |
| 4 | AWS | 4.4% | -10.4 percentage points |
| 5 | Azure | 3.8% | -0.5 percentage points |
Skill movement data this quarter points to a sharp, consistent signal cutting across multiple categories. Quarter-over-quarter shifts reveal which competencies employers are actively adding to job requirements and which they are quietly dropping from listings. The pattern is unusually focused — one skill dominates the risers list while legacy tools show steep, broad declines.
| Rank | Skill | Change | Current Demand | Category |
|---|---|---|---|---|
| 1 | AI Agents | +6.4 percentage points | 6.4% | Product & Design |
| 2 | AI Agents | +5.9 percentage points | 5.9% | AI & Machine Learning |
| 3 | AI Agents | +3.2 percentage points | 3.2% | Software Engineering |
| 4 | AI Agents | +2.3 percentage points | 2.3% | Security |
| 5 | Databricks | +1.6 percentage points | 1.6% | Software Engineering |
| 6 | AI Coding Tools | +1.2 percentage points | 1.2% | Product & Design |
| 7 | Agile / Scrum | +1.2 percentage points | 3.8% | DevOps & Infrastructure |
| 8 | AI Agents | +1.1 percentage points | 1.1% | DevOps & Infrastructure |
| 9 | AWS Security | +1.1 percentage points | 1.8% | DevOps & Infrastructure |
| 10 | C# | +1.1 percentage points | 1.1% | DevOps & Infrastructure |
| Rank | Skill | Change | Current Demand | Category |
|---|---|---|---|---|
| 1 | Excel | -24.3 percentage points | 2.1% | Product & Design |
| 2 | AWS | -17.7 percentage points | 2.5% | Product & Design |
| 3 | Excel | -14.0 percentage points | 1.5% | Software Engineering |
| 4 | AWS | -13.4 percentage points | 9.2% | Security |
| 5 | Excel | -13.2 percentage points | 0.7% | Security |
| Skill | Demand | QoQ Change | Category |
|---|---|---|---|
| AI Agents | 3.2% | +3.2 percentage points | Software Engineering |
| AI Agents | 6.4% | +6.4 percentage points | Product & Design |
| AI Agents | 5.9% | +5.9 percentage points | AI & Machine Learning |
Compensation varies dramatically across tech categories in Q3 2026, with a $84,285 gap separating the lowest and highest category medians. AI & Machine Learning tops the salary table at $150,000 median, followed closely by Product & Design at $144,710. At the other end, Data & Analytics roles post a median of $65,715 — less than half the AI & Machine Learning figure — making category choice one of the strongest levers job seekers have over their earning potential.
| Category | IQR Range | Median | Sample Size |
|---|---|---|---|
| Data & Analytics | $51,760 – $95,000 | $65,715 | 200 listings |
| Software Engineering | $60,540 – $106,528 | $75,839 | 200 listings |
| Product & Design | $104,108 – $188,716 | $144,710 | 200 listings |
| DevOps & Infrastructure | $77,956 – $148,866 | $105,494 | 200 listings |
| Security | $87,415 – $168,100 | $130,178 | 200 listings |
| AI & Machine Learning | $114,549 – $208,575 | $150,000 | 200 listings |
Data is sourced from public job listings on Greenhouse, Lever and Ashby career pages. Listings are ingested daily, normalized into six role categories and analyzed for skill-level demand share and quarter-over-quarter movement.
AI Agents is the standout skill this quarter, rising sharply across Product & Design (+6.4 percentage points), AI & Machine Learning (+5.9 percentage points), Software Engineering (+3.2 percentage points) and Security (+2.3 percentage points). Its appearance across four distinct categories signals broad, cross-functional demand rather than niche adoption. Beyond that single skill, the data shows employers pulling back on Excel (-24.3 percentage points in one category, -14.0 percentage points in another) and AWS (-17.7 percentage points), suggesting foundational tool expectations are shifting.
Q3 2026 salary data reflects wide dispersion rather than a uniform directional change across the market. AI & Machine Learning roles carry a $150,000 median while Software Engineering sits at $75,839 — a gap that underscores how specialisation drives compensation. Product & Design ($144,710) and Security ($130,178) also post strong medians, rewarding candidates who move into higher-complexity or higher-stakes work.
Software Engineering is the busiest hiring category this quarter with 9,882 open listings, nearly 38% of all 26,367 postings tracked. Data & Analytics ranks second at 6,500 listings, and DevOps & Infrastructure adds another 3,610 roles to the active market. Together these three categories account for the overwhelming majority of current tech job openings across the 249 companies surveyed.
Published July 17, 2026. Data refreshed daily.
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