| Around 1 job postings mentioning ai literacy are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–2, 80% coverage) — down from 3 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 1.11 | 964 | 0% | missed |
| Around 1 job postings mentioning python are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–1, 80% coverage) — roughly flat from 1 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 0.65 | 405 | 0% | missed |
| Around 0 job postings mentioning typescript are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–1, 80% coverage) — roughly flat from 0 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 0.28 | 308 | 0% | missed |
| Around 2 job postings for software engineer roles are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–3, 80% coverage) — down from 4 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 1.54 | 172 | 1% | missed |
| Around 8 job postings mentioning agile delivery are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–17, 80% coverage) — down from 22 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 8.17 | 76 | 11% | missed |
| Around 1 job postings mentioning automation are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–2, 80% coverage) — down from 2 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 1.02 | 115 | 1% | missed |
| Around 1 job postings mentioning react are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–2, 80% coverage) — down from 2 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 1.02 | 84 | 1% | missed |
| Around 1 job postings mentioning security are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–3, 80% coverage) — down from 4 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 1.49 | 70 | 2% | missed |
| Around 7 job postings for scrum master roles are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–16, 80% coverage) — down from 20 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 7.43 | 12 | 62% | correct |
| Around 1 job postings mentioning data analysis are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–3, 80% coverage) — down from 4 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 1.49 | 34 | 4% | missed |
| Around 1 job postings mentioning docker are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–1, 80% coverage) — roughly flat from 1 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 0.65 | 44 | 1% | missed |
| Around 1 job postings mentioning cloud architecture are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–2, 80% coverage) — down from 2 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 1.02 | 41 | 2% | missed |
| Around 0 job postings mentioning postgresql are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–1, 80% coverage) — roughly flat from 0 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 0.28 | 31 | 1% | missed |
| Around 4 job postings for product manager roles are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–10, 80% coverage) — down from 12 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 4.46 | 13 | 34% | missed |
| Around 2 job postings for project manager roles are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–4, 80% coverage) — down from 5 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 1.86 | 11 | 17% | missed |
| Around 0 job postings mentioning kubernetes are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–1, 80% coverage) — down from 1 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 0.37 | 19 | 2% | missed |
| Around 1 job postings mentioning aws are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–2, 80% coverage) — down from 2 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 1.02 | 17 | 6% | missed |
| Around 1 job postings mentioning product ownership are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–3, 80% coverage) — down from 4 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 1.49 | 8 | 19% | missed |
| Around 1 job postings for program manager roles are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–3, 80% coverage) — down from 4 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 1.49 | 2 | 75% | correct |
| Around 0 job postings mentioning azure are expected the week of Jul 27–Aug 2, 2026 (likely range: 0–1, 80% coverage) — roughly flat from 0 the week of Jun 29–Jul 5, 2026. | Jul 27–Aug 2, 2026 | 0.28 | 10 | 3% | missed |