| Around 21 job postings mentioning machine learning are expected the week of Aug 24–30, 2026 (likely range: 9–33, 80% confidence) — up from 0 the week of Jul 27–Aug 2, 2026. 0e1bf2a9 | Aug 24–30, 2026 | | 2026-08-30 | | Needs review |
| Around 24 job postings mentioning jira are expected the week of Aug 24–30, 2026 (likely range: 12–36, 80% confidence) — up from 10 the week of Jul 27–Aug 2, 2026. b136baae | Aug 24–30, 2026 | | 2026-08-30 | | Needs review |
| Around 23 job postings mentioning aws are expected the week of Aug 24–30, 2026 (likely range: 11–35, 80% confidence) — up from 2 the week of Jul 27–Aug 2, 2026. 4f442329 | Aug 24–30, 2026 | | 2026-08-30 | | Needs review |
| Around 50 job postings mentioning automation are expected the week of Aug 24–30, 2026 (likely range: 20–80, 80% confidence) — up from 22 the week of Jul 27–Aug 2, 2026. 59c5b0f9 | Aug 24–30, 2026 | | 2026-08-30 | | Needs review |
| Around 67 job postings mentioning agile delivery are expected the week of Aug 24–30, 2026 (likely range: 17–116, 80% confidence) — up from 50 the week of Jul 27–Aug 2, 2026. 880bd8c3 | Aug 24–30, 2026 | | 2026-08-30 | | Needs review |
| Around 35 job postings mentioning cloud architecture are expected the week of Aug 24–30, 2026 (likely range: 17–53, 80% confidence) — up from 3 the week of Jul 27–Aug 2, 2026. 684dd5d2 | Aug 24–30, 2026 | | 2026-08-30 | | Needs review |
| Around 100 job postings mentioning ai literacy are expected the week of Aug 24–30, 2026 (likely range: 45–155, 80% confidence) — down from 115 the week of Jul 27–Aug 2, 2026. b4489d8f | Aug 24–30, 2026 | | 2026-08-30 | | Needs review |
| Around 82 job postings mentioning python are expected the week of Aug 24–30, 2026 (likely range: 38–126, 80% confidence) — up from 70 the week of Jul 27–Aug 2, 2026. 3279cd2c | Aug 24–30, 2026 | | 2026-08-30 | | Needs review |
| job postings count for role 'data scientist' is forecast at 7 in Aug 17–23, 2026, within 4-9 at 80% confidence (down from 8 in Jul 20–26, 2026). 793b3d5d | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |
| job postings count for technology 'docker' is forecast at 13 in Aug 17–23, 2026, within 7-19 at 80% confidence (down from 17 in Jul 20–26, 2026). e6750bd4 | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |
| job postings count for skill 'program management' is forecast at 12 in Aug 17–23, 2026, within 10-14 at 80% confidence (up from 9 in Jul 20–26, 2026). ebb53738 | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |
| job postings count for role 'platform engineer' is forecast at 11 in Aug 17–23, 2026, within 7-14 at 80% confidence (flat from 11 in Jul 20–26, 2026). 9b544aba | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |
| job postings count for skill 'data analysis' is forecast at 14 in Aug 17–23, 2026, within 5-23 at 80% confidence (down from 24 in Jul 20–26, 2026). b6da267e | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |
| job postings count for technology 'langchain' is forecast at 14 in Aug 17–23, 2026, within 9-19 at 80% confidence (down from 16 in Jul 20–26, 2026). 75a79385 | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |
| job postings count for technology 'azure' is forecast at 12 in Aug 17–23, 2026, within 10-15 at 80% confidence (down from 13 in Jul 20–26, 2026). 78408e76 | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |
| job postings count for skill 'financial acumen' is forecast at 14 in Aug 17–23, 2026, within 11-17 at 80% confidence (up from 12 in Jul 20–26, 2026). 227ee1e2 | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |
| job postings count for skill 'security' is forecast at 16 in Aug 17–23, 2026, within 8-23 at 80% confidence (down from 22 in Jul 20–26, 2026). 0ac4c029 | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |
| job postings count for role 'scrum master' is forecast at 12 in Aug 17–23, 2026, within 10-14 at 80% confidence (up from 10 in Jul 20–26, 2026). de81ae71 | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |
| job postings count for role 'program manager' is forecast at 14 in Aug 17–23, 2026, within 12-16 at 80% confidence (up from 10 in Jul 20–26, 2026). 0f81a34e | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |
| job postings count for skill 'coaching' is forecast at 10 in Aug 17–23, 2026, within 8-13 at 80% confidence (down from 12 in Jul 20–26, 2026). 850d03c5 | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |
| job postings count for technology 'anthropic api' is forecast at 24 in Aug 17–23, 2026, within 15-34 at 80% confidence (down from 32 in Jul 20–26, 2026). 27fd84ed | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |
| job postings count for technology 'typescript' is forecast at 50 in Aug 17–23, 2026, within 0-103 at 80% confidence (down from 111 in Jul 20–26, 2026). f648bdc0 | Aug 17–23, 2026 | | 2026-08-23 | | Pending review |
| job postings count for role 'ml engineer' is forecast at 23 in Aug 17–23, 2026, within 20-26 at 80% confidence (up from 20 in Jul 20–26, 2026). f3815e48 | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |
| job postings count for skill 'risk management' is forecast at 20 in Aug 17–23, 2026, within 17-23 at 80% confidence (up from 16 in Jul 20–26, 2026). 67989aec | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |
| job postings count for skill 'stakeholder management' is forecast at 23 in Aug 17–23, 2026, within 19-28 at 80% confidence (up from 21 in Jul 20–26, 2026). b93ce4fa | Aug 17–23, 2026 | | 2026-08-23 | | Needs review |