State of Tech Hiring — Q3 2026
Comprehensive hiring analysis for Q3 2026: 34,582 listings, 255 companies, salary data and skill movements.
7 min read
Datamata Studios
Comprehensive hiring analysis for Q3 2026: 34,582 listings, 255 companies, salary data and skill movements.
Quick Answer
Q3 2026 tech hiring report: 34,582 job listings analysed across 255 companies. Skill demand rankings, salary data and quarter-over-quarter trends.
Search Snapshot
34,582 listings analysed · 255 companies · July 01 – September 30, 2026
Across 34,582 active listings from 255 companies, Q3 2026 tech hiring shows one dominant trend: AI Agents demand surged across every major discipline, rising 7.8 percentage points in AI & Machine Learning, 6.6pp in Product & Design, 3.9pp in Security and 3.7pp in Software Engineering. Legacy tools took the sharpest hits, with Excel falling 20.5pp and AWS dropping as much as 16.8pp quarter-over-quarter, signaling a broad reallocation of hiring priority away from established cloud and productivity skills. AI Agents now registers as the top emerging skill across all four tracked categories, making it the single most consequential competency shift in this quarter's job market data.
Key movements this quarter:
Tech hiring in Q3 2026 spans 34,582 listings across 255 companies, with demand concentrated heavily in Software Engineering at 12,952 listings. Data & Analytics follows at 8,476 listings, while DevOps & Infrastructure accounts for 4,804. Product & Design and Security represent the smallest shares at 2,393 and 2,206 listings respectively.
8,476 active listings
| Rank | Skill | Demand | QoQ Change |
|---|---|---|---|
| 1 | AWS | 4.3% | -3.9 percentage points |
| 2 | ETL | 3.6% | +0.7 percentage points |
| 3 | Data Modeling | 3.3% | -2.7 percentage points |
| 4 | Databricks | 3.2% | -0.1 percentage points |
| 5 | Azure | 3.1% | -2.0 percentage points |
12,952 active listings
| Rank | Skill | Demand | QoQ Change |
|---|---|---|---|
| 1 | Java | 9.6% | -0.6 percentage points |
| 2 | AWS | 9.0% | -5.4 percentage points |
| 3 | Javascript | 6.2% | +0.4 percentage points |
| 4 | Agile / Scrum | 5.2% | -2.5 percentage points |
| 5 | CI/CD | 4.9% | -0.5 percentage points |
2,393 active listings
| Rank | Skill | Demand | QoQ Change |
|---|---|---|---|
| 1 | Llms / Genai | 7.4% | -0.8 percentage points |
| 2 | AI Agents | 6.6% | +6.6 percentage points |
| 3 | A/b Testing | 5.9% | -3.6 percentage points |
| 4 | Figma | 5.0% | -1.1 percentage points |
| 5 | Agile / Scrum | 3.1% | -1.6 percentage points |
4,804 active listings
| Rank | Skill | Demand | QoQ Change |
|---|---|---|---|
| 1 | AWS | 15.3% | -7.5 percentage points |
| 2 | CI/CD | 13.9% | -5.9 percentage points |
| 3 | Azure | 12.0% | -5.0 percentage points |
| 4 | Kubernetes | 10.2% | -4.1 percentage points |
| 5 | Docker | 5.6% | -8.5 percentage points |
2,206 active listings
| Rank | Skill | Demand | QoQ Change |
|---|---|---|---|
| 1 | AWS | 8.7% | -12.3 percentage points |
| 2 | Incident Response | 6.8% | -2.5 percentage points |
| 3 | Python | 5.5% | -5.0 percentage points |
| 4 | Azure | 5.2% | -9.6 percentage points |
| 5 | GCP | 4.0% | -2.0 percentage points |
3,751 active listings
| Rank | Skill | Demand | QoQ Change |
|---|---|---|---|
| 1 | Machine Learning | 33.3% | -7.1 percentage points |
| 2 | Llms / Genai | 17.9% | -3.9 percentage points |
| 3 | AI Agents | 7.8% | +7.8 percentage points |
| 4 | AWS | 4.6% | -7.7 percentage points |
| 5 | Azure | 3.8% | -0.5 percentage points |
Skill-level shifts this quarter point to a clear market signal: AI Agents is gaining ground across every major category. Quarter-over-quarter movement data shows gains ranging from +3.7 percentage points in Software Engineering to +7.8 percentage points in AI & Machine Learning, while legacy tools are losing share fast.
| Rank | Skill | Change | Current Demand | Category |
|---|---|---|---|---|
| 1 | AI Agents | +7.8 percentage points | 7.8% | AI & Machine Learning |
| 2 | AI Agents | +6.6 percentage points | 6.6% | Product & Design |
| 3 | AI Agents | +3.9 percentage points | 3.9% | Security |
| 4 | AI Agents | +3.7 percentage points | 3.7% | Software Engineering |
| 5 | C++ | +2.9 percentage points | 2.9% | Software Engineering |
| 6 | Databricks | +1.4 percentage points | 1.4% | Software Engineering |
| 7 | AWS Security | +1.4 percentage points | 1.7% | DevOps & Infrastructure |
| 8 | AI Coding Tools | +1.3 percentage points | 1.3% | Product & Design |
| 9 | Databricks | +1.3 percentage points | 1.3% | AI & Machine Learning |
| 10 | AI Agents | +1.2 percentage points | 1.2% | DevOps & Infrastructure |
| Rank | Skill | Change | Current Demand | Category |
|---|---|---|---|---|
| 1 | Excel | -20.5 percentage points | 1.8% | Product & Design |
| 2 | AWS | -16.8 percentage points | 2.3% | Product & Design |
| 3 | AWS | -12.3 percentage points | 8.7% | Security |
| 4 | Excel | -10.2 percentage points | 1.9% | Data & Analytics |
| 5 | Azure | -9.6 percentage points | 5.2% | Security |
| Skill | Demand | QoQ Change | Category |
|---|---|---|---|
| AI Agents | 3.7% | +3.7 percentage points | Software Engineering |
| AI Agents | 6.6% | +6.6 percentage points | Product & Design |
| AI Agents | 3.9% | +3.9 percentage points | Security |
| AI Agents | 7.8% | +7.8 percentage points | AI & Machine Learning |
Compensation varies sharply across the six categories tracked this quarter, with a $103,620 gap between the lowest and highest category medians. Product & Design leads at a median of $168,620 and Data & Analytics sits at the bottom of the range at $65,000. AI & Machine Learning commands a median of $157,488, just behind Product & Design, while Software Engineering lands at $148,868.
| Category | IQR Range | Median | Sample Size |
|---|---|---|---|
| Data & Analytics | $47,557 – $88,809 | $65,000 | 200 listings |
| Software Engineering | $130,000 – $185,697 | $148,868 | 200 listings |
| Product & Design | $125,000 – $211,017 | $168,620 | 200 listings |
| DevOps & Infrastructure | $103,309 – $163,984 | $142,000 | 200 listings |
| Security | $88,357 – $170,000 | $126,654 | 200 listings |
| AI & Machine Learning | $125,000 – $195,664 | $157,488 | 200 listings |
This report aggregates daily snapshots from Greenhouse, Lever and Ashby postings. We classify roles by category, extract skills from listing text and compute demand as percentage share of active listings.
AI Agents is the standout skill this quarter, posting gains across all tracked categories including a +7.8 percentage point rise in AI & Machine Learning and +6.6 percentage points in Product & Design. On the decline side, Excel dropped 20.5 percentage points and AWS fell 16.8 percentage points in their respective categories, signaling a shift away from those tools.
This report tracks Q3 2026 salary medians by category rather than year-over-year change, so direct quarter comparisons are not available in this dataset. What the data does show is a wide compensation spread: Software Engineering sits at a median of $148,868 and Security at $126,654, while Data & Analytics trails all other categories at $65,000.
Software Engineering is the most active hiring category this quarter with 12,952 listings, making it the clear leader across all six tracked categories. Data & Analytics ranks second at 8,476 listings, followed by DevOps & Infrastructure at 4,804. Together those three categories account for the majority of the 34,582 total listings in Q3 2026.
Published August 03, 2026. Data refreshed daily.
Continue with adjacent guides and tactical breakdowns.
Actionable guides, market updates and shipping notes — once a week.