| job postings count for skill 'automation' is forecast at 14 in Jun 29–Jul 5, 2026, within 8-21 at 80% confidence (up from 11 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 14.4 | 24 | 60% | correct |
| job postings count for skill 'cloud architecture' is forecast at 22 in Jun 29–Jul 5, 2026, within 12-32 at 80% confidence (up from 17 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 22 | 35 | 63% | correct |
| job postings count for technology 'python' is forecast at 20 in Jun 29–Jul 5, 2026, within 19-22 at 80% confidence (up from 15 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 20.4 | 21 | 97% | correct |
| job postings count for skill 'ai literacy' is forecast at 13 in Jun 29–Jul 5, 2026, within 11-15 at 80% confidence (up from 9 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 13 | 16 | 81% | correct |
| job postings count for skill 'agile delivery' is forecast at 13 in Jun 29–Jul 5, 2026, within 8-18 at 80% confidence (up from 10 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 13.2 | 9 | 68% | missed |
| job postings count for technology 'aws' is forecast at 16 in Jun 29–Jul 5, 2026, within 5-27 at 80% confidence (up from 10 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 16.2 | 25 | 65% | correct |
| job postings count for skill 'machine learning' is forecast at 17 in Jun 29–Jul 5, 2026, within 7-27 at 80% confidence (up from 14 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 17 | 22 | 77% | correct |
| job postings count for technology 'jira' is forecast at 19 in Jun 29–Jul 5, 2026, within 12-25 at 80% confidence (up from 13 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 18.6 | 12 | 65% | missed |
| job postings count for skill 'stakeholder management' is forecast at 22 in Jun 29–Jul 5, 2026, within 18-26 at 80% confidence (up from 14 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 21.8 | 12 | 55% | missed |
| job postings count for skill 'risk management' is forecast at 21 in Jun 29–Jul 5, 2026, within 16-26 at 80% confidence (up from 14 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 20.8 | 13 | 63% | missed |
| job postings count for role 'ml engineer' is forecast at 13 in Jun 29–Jul 5, 2026, within 11-15 at 80% confidence (up from 9 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 13 | 16 | 81% | correct |
| job postings count for technology 'anthropic api' is forecast at 9 in Jun 29–Jul 5, 2026, within 7-10 at 80% confidence (up from 6 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 8.6 | 10 | 86% | correct |
| job postings count for skill 'coaching' is forecast at 13 in Jun 29–Jul 5, 2026, within 8-17 at 80% confidence (up from 9 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 12.8 | 9 | 70% | missed |
| job postings count for role 'program manager' is forecast at 10 in Jun 29–Jul 5, 2026, within 6-15 at 80% confidence (up from 6 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 10.2 | 10 | 98% | correct |
| job postings count for role 'scrum master' is forecast at 12 in Jun 29–Jul 5, 2026, within 7-16 at 80% confidence (up from 9 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 11.6 | 7 | 60% | missed |
| job postings count for skill 'security' is forecast at 1 in Jun 29–Jul 5, 2026, within 0-7 at 80% confidence (down from 2 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 1.2 | 8 | 15% | missed |
| job postings count for skill 'financial acumen' is forecast at 7 in Jun 29–Jul 5, 2026, within 1-14 at 80% confidence (up from 4 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 7.2 | 10 | 72% | correct |
| job postings count for technology 'azure' is forecast at 7 in Jun 29–Jul 5, 2026, within 5-8 at 80% confidence (up from 6 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 6.6 | 7 | 94% | correct |
| job postings count for technology 'langchain' is forecast at 11 in Jun 29–Jul 5, 2026, within 9-13 at 80% confidence (up from 7 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 11.2 | 11 | 98% | correct |
| job postings count for skill 'data analysis' is forecast at 8 in Jun 29–Jul 5, 2026, within 1-14 at 80% confidence (up from 6 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 7.6 | 6 | 79% | missed |
| job postings count for role 'platform engineer' is forecast at 1 in Jun 29–Jul 5, 2026, within 0-7 at 80% confidence (down from 2 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 1.2 | 8 | 15% | missed |
| job postings count for skill 'program management' is forecast at 11 in Jun 29–Jul 5, 2026, within 6-15 at 80% confidence (up from 6 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 10.8 | 9 | 83% | correct |
| job postings count for technology 'docker' is forecast at 0 in Jun 29–Jul 5, 2026, within 0-1 at 80% confidence (down from 1 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 0 | 7 | 0% | missed |
| job postings count for role 'data scientist' is forecast at 8 in Jun 29–Jul 5, 2026, within 1-14 at 80% confidence (up from 6 in Jun 1–7, 2026). | Jun 29–Jul 5, 2026 | 7.6 | 6 | 79% | missed |
| Around 7 job postings mentioning databricks are expected the week of Jun 29–Jul 5, 2026 (likely range: 5–10, 80% confidence) — up from 5 the week of Jun 1–7, 2026. | Jun 29–Jul 5, 2026 | 7.2 | 5 | 69% | missed |
| Around 2 job postings for agile coach roles are expected the week of Jun 29–Jul 5, 2026 (likely range: 0–7, 80% confidence) — up from 1 the week of Jun 1–7, 2026. | Jun 29–Jul 5, 2026 | 1.6 | 2 | 80% | correct |
| Around 1 job postings mentioning change management are expected the week of Jun 29–Jul 5, 2026 (likely range: 0–5, 80% confidence) — roughly flat from 1 the week of Jun 1–7, 2026. | Jun 29–Jul 5, 2026 | 1.2 | 2 | 60% | missed |