| Around 1 job postings mentioning ai literacy are expected the week of Aug 3–9, 2026 (likely range: 0–2, 80% coverage) — up from 0 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 0.91 | 2 | 46% | correct |
| Around 1 job postings mentioning python are expected the week of Aug 3–9, 2026 (likely range: 0–1, 80% coverage) — up from 0 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 0.53 | 0 | 47% | missed |
| Around 0 job postings mentioning typescript are expected the week of Aug 3–9, 2026 (likely range: 0–1, 80% coverage) — roughly flat from 0 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 0.22 | 0 | 78% | correct |
| Around 1 job postings for software engineer roles are expected the week of Aug 3–9, 2026 (likely range: 0–3, 80% coverage) — up from 0 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 1.23 | 1 | 81% | correct |
| Around 20 job postings mentioning agile delivery are expected the week of Aug 3–9, 2026 (likely range: 4–36, 80% coverage) — down from 40 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 20.32 | 13 | 64% | correct |
| Around 2 job postings mentioning automation are expected the week of Aug 3–9, 2026 (likely range: 1–2, 80% coverage) — roughly flat from 2 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 1.51 | 0 | 0% | missed |
| Around 1 job postings mentioning react are expected the week of Aug 3–9, 2026 (likely range: 0–2, 80% coverage) — up from 0 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 0.83 | 1 | 83% | correct |
| Around 2 job postings mentioning security are expected the week of Aug 3–9, 2026 (likely range: 0–3, 80% coverage) — up from 1 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 1.55 | 5 | 31% | correct |
| Around 18 job postings for scrum master roles are expected the week of Aug 3–9, 2026 (likely range: 4–31, 80% coverage) — down from 34 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 17.66 | 12 | 68% | correct |
| Around 2 job postings mentioning data analysis are expected the week of Aug 3–9, 2026 (likely range: 0–3, 80% coverage) — up from 1 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 1.55 | 2 | 78% | correct |
| Around 1 job postings mentioning docker are expected the week of Aug 3–9, 2026 (likely range: 0–1, 80% coverage) — up from 0 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 0.53 | 0 | 47% | missed |
| Around 1 job postings mentioning cloud architecture are expected the week of Aug 3–9, 2026 (likely range: 0–2, 80% coverage) — up from 0 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 0.83 | 1 | 83% | correct |
| Around 0 job postings mentioning postgresql are expected the week of Aug 3–9, 2026 (likely range: 0–1, 80% coverage) — roughly flat from 0 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 0.22 | 0 | 78% | correct |
| Around 5 job postings for product manager roles are expected the week of Aug 3–9, 2026 (likely range: 0–10, 80% coverage) — up from 4 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 5 | 10 | 50% | correct |
| Around 4 job postings for project manager roles are expected the week of Aug 3–9, 2026 (likely range: 1–6, 80% coverage) — down from 6 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 3.56 | 4 | 89% | correct |
| Around 0 job postings mentioning machine learning are expected the week of Aug 3–9, 2026 (likely range: 0–1, 80% coverage) — down from 1 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 0.34 | 2 | 17% | missed |
| Around 0 job postings mentioning kubernetes are expected the week of Aug 3–9, 2026 (likely range: 0–1, 80% coverage) — roughly flat from 0 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 0.3 | 0 | 70% | correct |
| Around 1 job postings mentioning aws are expected the week of Aug 3–9, 2026 (likely range: 0–2, 80% coverage) — up from 0 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 0.83 | 1 | 83% | correct |
| Around 1 job postings mentioning product ownership are expected the week of Aug 3–9, 2026 (likely range: 0–3, 80% coverage) — up from 0 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 1.21 | 5 | 24% | correct |
| Around 3 job postings for program manager roles are expected the week of Aug 3–9, 2026 (likely range: 1–5, 80% coverage) — down from 4 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 2.58 | 6 | 43% | missed |
| Around 0 job postings mentioning azure are expected the week of Aug 3–9, 2026 (likely range: 0–1, 80% coverage) — roughly flat from 0 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 0.22 | 0 | 78% | correct |
| Around 0 job postings mentioning program management are expected the week of Aug 3–9, 2026 (likely range: 0–0, 80% coverage) — roughly flat from 0 the week of Jul 6–12, 2026. | Aug 3–9, 2026 | 0.04 | 1 | 4% | missed |