| Around 189 job postings mentioning ai literacy are expected the week of Sep 14–20, 2026 (likely range: 0–709, 80% coverage) — down from 4316 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 188.97 | 21 | 11% | missed |
| Around 6 job postings mentioning langchain are expected the week of Sep 14–20, 2026 (likely range: 0–25, 80% coverage) — down from 151 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 6.47 | 2 | 31% | missed |
| Around 19 job postings mentioning react are expected the week of Sep 14–20, 2026 (likely range: 0–67, 80% coverage) — down from 398 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 18.77 | 6 | 32% | correct |
| Around 7 job postings mentioning cloud architecture are expected the week of Sep 14–20, 2026 (likely range: 0–25, 80% coverage) — down from 144 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 7.19 | 53 | 14% | missed |
| Around 8 job postings mentioning postgresql are expected the week of Sep 14–20, 2026 (likely range: 0–31, 80% coverage) — down from 189 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 8.1 | 3 | 37% | missed |
| Around 0 job postings mentioning change management are expected the week of Sep 14–20, 2026 (likely range: 0–3, 80% coverage) — roughly flat from 0 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 0.36 | 109 | 0% | missed |
| Around 5 job postings for scrum master roles are expected the week of Sep 14–20, 2026 (likely range: 0–11, 80% coverage) — roughly flat from 5 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 4.97 | 53 | 9% | missed |
| Around 3 job postings mentioning jira are expected the week of Sep 14–20, 2026 (likely range: 0–8, 80% coverage) — down from 40 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 2.9 | 95 | 3% | missed |
| Around 3 job postings for project manager roles are expected the week of Sep 14–20, 2026 (likely range: 0–6, 80% coverage) — down from 14 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 2.56 | 88 | 3% | missed |
| Around 3 job postings for product manager roles are expected the week of Sep 14–20, 2026 (likely range: 0–6, 80% coverage) — down from 10 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 2.71 | 31 | 9% | missed |
| Around 3 job postings mentioning aws are expected the week of Sep 14–20, 2026 (likely range: 0–8, 80% coverage) — down from 46 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 2.54 | 30 | 8% | missed |
| Around 1 job postings mentioning product ownership are expected the week of Sep 14–20, 2026 (likely range: 0–4, 80% coverage) — down from 12 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 1.45 | 73 | 2% | missed |
| Around 2 job postings mentioning azure are expected the week of Sep 14–20, 2026 (likely range: 0–7, 80% coverage) — down from 43 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 2.17 | 97 | 2% | missed |
| Around 1 job postings for program manager roles are expected the week of Sep 14–20, 2026 (likely range: 0–3, 80% coverage) — down from 4 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 1.34 | 130 | 1% | missed |
| Around 36 job postings for software engineer roles are expected the week of Sep 14–20, 2026 (likely range: 0–129, 80% coverage) — down from 768 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 36.15 | 23 | 64% | correct |
| Around 22 job postings mentioning anthropic api are expected the week of Sep 14–20, 2026 (likely range: 0–79, 80% coverage) — down from 471 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 21.85 | 4 | 18% | missed |
| Around 8 job postings mentioning data analysis are expected the week of Sep 14–20, 2026 (likely range: 0–25, 80% coverage) — down from 142 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 7.75 | 140 | 6% | missed |
| Around 4 job postings mentioning machine learning are expected the week of Sep 14–20, 2026 (likely range: 0–12, 80% coverage) — down from 69 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 3.59 | 15 | 24% | missed |
| Around 3 job postings mentioning kubernetes are expected the week of Sep 14–20, 2026 (likely range: 0–11, 80% coverage) — down from 64 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 3.07 | 3 | 98% | correct |
| Around 19 job postings mentioning agile delivery are expected the week of Sep 14–20, 2026 (likely range: 0–47, 80% coverage) — down from 166 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 19.16 | 210 | 9% | missed |
| Around 3 job postings mentioning financial acumen are expected the week of Sep 14–20, 2026 (likely range: 0–9, 80% coverage) — down from 52 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 2.65 | 92 | 3% | missed |
| Around 66 job postings mentioning typescript are expected the week of Sep 14–20, 2026 (likely range: 0–238, 80% coverage) — down from 1426 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 65.82 | 3 | 5% | missed |
| Around 14 job postings mentioning security are expected the week of Sep 14–20, 2026 (likely range: 0–48, 80% coverage) — down from 283 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 13.95 | 196 | 7% | missed |
| Around 10 job postings mentioning docker are expected the week of Sep 14–20, 2026 (likely range: 0–38, 80% coverage) — down from 229 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 10.09 | 0 | 0% | correct |
| Around 24 job postings mentioning automation are expected the week of Sep 14–20, 2026 (likely range: 0–82, 80% coverage) — down from 481 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 23.63 | 75 | 32% | missed |
| Around 91 job postings mentioning python are expected the week of Sep 14–20, 2026 (likely range: 0–340, 80% coverage) — down from 2074 the week of Aug 17–23, 2026. | Sep 14–20, 2026 | 91 | 8 | 9% | missed |