| job postings count for skill 'cloud architecture' is forecast at 26 in Jul 6–12, 2026, within 19-34 at 80% confidence (up from 23 in Jun 8–14, 2026). | Jul 6–12, 2026 | 26.1 | 32 | 82% | correct |
| job postings count for technology 'python' is forecast at 20 in Jul 6–12, 2026, within 18-22 at 80% confidence (up from 15 in Jun 8–14, 2026). | Jul 6–12, 2026 | 20.06 | 21 | 96% | correct |
| job postings count for skill 'automation' is forecast at 19 in Jul 6–12, 2026, within 13-24 at 80% confidence (up from 16 in Jun 8–14, 2026). | Jul 6–12, 2026 | 18.72 | 20 | 94% | correct |
| job postings count for skill 'ai literacy' is forecast at 12 in Jul 6–12, 2026, within 10-15 at 80% confidence (up from 8 in Jun 8–14, 2026). | Jul 6–12, 2026 | 12.24 | 15 | 82% | correct |
| job postings count for skill 'agile delivery' is forecast at 12 in Jul 6–12, 2026, within 9-16 at 80% confidence (up from 10 in Jun 8–14, 2026). | Jul 6–12, 2026 | 12.27 | 10 | 82% | missed |
| job postings count for technology 'aws' is forecast at 15 in Jul 6–12, 2026, within 8-23 at 80% confidence (up from 12 in Jun 8–14, 2026). | Jul 6–12, 2026 | 15.46 | 24 | 64% | correct |
| job postings count for skill 'machine learning' is forecast at 18 in Jul 6–12, 2026, within 12-25 at 80% confidence (up from 14 in Jun 8–14, 2026). | Jul 6–12, 2026 | 18.43 | 18 | 98% | correct |
| job postings count for technology 'jira' is forecast at 15 in Jul 6–12, 2026, within 9-22 at 80% confidence (up from 11 in Jun 8–14, 2026). | Jul 6–12, 2026 | 15.42 | 15 | 97% | correct |
| job postings count for skill 'stakeholder management' is forecast at 21 in Jul 6–12, 2026, within 16-25 at 80% confidence (up from 14 in Jun 8–14, 2026). | Jul 6–12, 2026 | 20.54 | 20 | 97% | correct |
| job postings count for skill 'risk management' is forecast at 20 in Jul 6–12, 2026, within 16-24 at 80% confidence (up from 14 in Jun 8–14, 2026). | Jul 6–12, 2026 | 20.21 | 18 | 89% | correct |
| job postings count for role 'ml engineer' is forecast at 12 in Jul 6–12, 2026, within 10-15 at 80% confidence (up from 8 in Jun 8–14, 2026). | Jul 6–12, 2026 | 12.24 | 15 | 82% | correct |
| job postings count for technology 'anthropic api' is forecast at 8 in Jul 6–12, 2026, within 6-9 at 80% confidence (up from 5 in Jun 8–14, 2026). | Jul 6–12, 2026 | 7.66 | 11 | 70% | correct |
| job postings count for skill 'coaching' is forecast at 11 in Jul 6–12, 2026, within 6-15 at 80% confidence (up from 8 in Jun 8–14, 2026). | Jul 6–12, 2026 | 10.54 | 8 | 76% | missed |
| job postings count for role 'program manager' is forecast at 10 in Jul 6–12, 2026, within 6-13 at 80% confidence (up from 7 in Jun 8–14, 2026). | Jul 6–12, 2026 | 9.7 | 12 | 81% | correct |
| job postings count for role 'scrum master' is forecast at 11 in Jul 6–12, 2026, within 8-14 at 80% confidence (up from 8 in Jun 8–14, 2026). | Jul 6–12, 2026 | 11.09 | 9 | 81% | correct |
| job postings count for skill 'security' is forecast at 7 in Jul 6–12, 2026, within 0-15 at 80% confidence (down from 9 in Jun 8–14, 2026). | Jul 6–12, 2026 | 7.17 | 7 | 98% | correct |
| job postings count for skill 'financial acumen' is forecast at 8 in Jul 6–12, 2026, within 4-13 at 80% confidence (up from 7 in Jun 8–14, 2026). | Jul 6–12, 2026 | 8.27 | 11 | 75% | correct |
| job postings count for technology 'azure' is forecast at 8 in Jul 6–12, 2026, within 6-10 at 80% confidence (up from 7 in Jun 8–14, 2026). | Jul 6–12, 2026 | 7.9 | 8 | 99% | correct |
| job postings count for technology 'langchain' is forecast at 11 in Jul 6–12, 2026, within 10-13 at 80% confidence (up from 7 in Jun 8–14, 2026). | Jul 6–12, 2026 | 11.31 | 4 | 35% | missed |
| job postings count for skill 'data analysis' is forecast at 8 in Jul 6–12, 2026, within 3-12 at 80% confidence (up from 6 in Jun 8–14, 2026). | Jul 6–12, 2026 | 7.56 | 5 | 66% | missed |
| job postings count for role 'platform engineer' is forecast at 7 in Jul 6–12, 2026, within 0-15 at 80% confidence (down from 9 in Jun 8–14, 2026). | Jul 6–12, 2026 | 7.17 | 7 | 98% | correct |
| job postings count for skill 'program management' is forecast at 9 in Jul 6–12, 2026, within 4-13 at 80% confidence (up from 5 in Jun 8–14, 2026). | Jul 6–12, 2026 | 8.73 | 10 | 87% | correct |
| job postings count for technology 'docker' is forecast at 4 in Jul 6–12, 2026, within 0-9 at 80% confidence (down from 6 in Jun 8–14, 2026). | Jul 6–12, 2026 | 3.7 | 6 | 62% | missed |
| job postings count for role 'data scientist' is forecast at 8 in Jul 6–12, 2026, within 3-12 at 80% confidence (up from 6 in Jun 8–14, 2026). | Jul 6–12, 2026 | 7.56 | 5 | 66% | missed |
| Around 4 job postings mentioning databricks are expected the week of Jul 6–12, 2026 (likely range: 0–8, 80% confidence) — up from 2 the week of Jun 8–14, 2026. | Jul 6–12, 2026 | 4.08 | 3 | 74% | correct |
| Around 1 job postings for agile coach roles are expected the week of Jul 6–12, 2026 (likely range: 0–5, 80% confidence) — down from 2 the week of Jun 8–14, 2026. | Jul 6–12, 2026 | 1.18 | 1 | 85% | correct |
| Around 1 job postings mentioning change management are expected the week of Jul 6–12, 2026 (likely range: 0–4, 80% confidence) — down from 2 the week of Jun 8–14, 2026. | Jul 6–12, 2026 | 1.22 | 1 | 82% | correct |