| job postings count for skill 'cloud architecture' is forecast at 28 in Jun 22–28, 2026, within 17-39 at 80% confidence (up from 19 in May 25–31, 2026). | Jun 22–28, 2026 | 27.9 | 25 | 90% | correct |
| job postings count for technology 'python' is forecast at 20 in Jun 22–28, 2026, within 18-21 at 80% confidence (up from 14 in May 25–31, 2026). | Jun 22–28, 2026 | 19.7 | 16 | 81% | correct |
| job postings count for skill 'automation' is forecast at 17 in Jun 22–28, 2026, within 7-26 at 80% confidence (up from 11 in May 25–31, 2026). | Jun 22–28, 2026 | 16.8 | 16 | 95% | correct |
| job postings count for skill 'ai literacy' is forecast at 11 in Jun 22–28, 2026, within 8-14 at 80% confidence (up from 7 in May 25–31, 2026). | Jun 22–28, 2026 | 10.7 | 12 | 89% | correct |
| job postings count for skill 'agile delivery' is forecast at 15 in Jun 22–28, 2026, within 8-22 at 80% confidence (up from 10 in May 25–31, 2026). | Jun 22–28, 2026 | 15 | 11 | 73% | correct |
| job postings count for technology 'aws' is forecast at 23 in Jun 22–28, 2026, within 12-34 at 80% confidence (up from 13 in May 25–31, 2026). | Jun 22–28, 2026 | 23.1 | 18 | 78% | correct |
| job postings count for skill 'machine learning' is forecast at 12 in Jun 22–28, 2026, within 0-26 at 80% confidence (up from 8 in May 25–31, 2026). | Jun 22–28, 2026 | 11.7 | 17 | 69% | correct |
| job postings count for technology 'jira' is forecast at 20 in Jun 22–28, 2026, within 9-31 at 80% confidence (up from 12 in May 25–31, 2026). | Jun 22–28, 2026 | 19.8 | 13 | 66% | correct |
| job postings count for skill 'stakeholder management' is forecast at 23 in Jun 22–28, 2026, within 18-28 at 80% confidence (up from 14 in May 25–31, 2026). | Jun 22–28, 2026 | 23.1 | 13 | 56% | missed |
| job postings count for skill 'risk management' is forecast at 20 in Jun 22–28, 2026, within 13-28 at 80% confidence (up from 12 in May 25–31, 2026). | Jun 22–28, 2026 | 20.4 | 15 | 74% | correct |
| job postings count for role 'ml engineer' is forecast at 11 in Jun 22–28, 2026, within 8-14 at 80% confidence (up from 7 in May 25–31, 2026). | Jun 22–28, 2026 | 10.7 | 12 | 89% | correct |
| job postings count for technology 'anthropic api' is forecast at 7 in Jun 22–28, 2026, within 6-9 at 80% confidence (up from 5 in May 25–31, 2026). | Jun 22–28, 2026 | 7.3 | 9 | 81% | correct |
| job postings count for skill 'coaching' is forecast at 15 in Jun 22–28, 2026, within 10-20 at 80% confidence (up from 10 in May 25–31, 2026). | Jun 22–28, 2026 | 15.1 | 8 | 53% | missed |
| job postings count for role 'program manager' is forecast at 14 in Jun 22–28, 2026, within 12-15 at 80% confidence (up from 8 in May 25–31, 2026). | Jun 22–28, 2026 | 13.7 | 7 | 51% | missed |
| job postings count for role 'scrum master' is forecast at 9 in Jun 22–28, 2026, within 2-16 at 80% confidence (up from 6 in May 25–31, 2026). | Jun 22–28, 2026 | 9 | 9 | 100% | correct |
| job postings count for skill 'security' is forecast at 7 in Jun 22–28, 2026, within 1-13 at 80% confidence (up from 5 in May 25–31, 2026). | Jun 22–28, 2026 | 6.6 | 6 | 91% | correct |
| job postings count for skill 'financial acumen' is forecast at 13 in Jun 22–28, 2026, within 11-15 at 80% confidence (up from 8 in May 25–31, 2026). | Jun 22–28, 2026 | 12.9 | 6 | 47% | missed |
| job postings count for technology 'azure' is forecast at 6 in Jun 22–28, 2026, within 3-9 at 80% confidence (up from 5 in May 25–31, 2026). | Jun 22–28, 2026 | 5.8 | 6 | 97% | correct |
| job postings count for technology 'langchain' is forecast at 10 in Jun 22–28, 2026, within 6-13 at 80% confidence (up from 6 in May 25–31, 2026). | Jun 22–28, 2026 | 9.5 | 8 | 84% | correct |
| job postings count for skill 'data analysis' is forecast at 7 in Jun 22–28, 2026, within 0-18 at 80% confidence (up from 4 in May 25–31, 2026). | Jun 22–28, 2026 | 7.2 | 6 | 83% | correct |
| job postings count for role 'platform engineer' is forecast at 7 in Jun 22–28, 2026, within 1-13 at 80% confidence (up from 5 in May 25–31, 2026). | Jun 22–28, 2026 | 6.6 | 6 | 91% | correct |
| job postings count for skill 'program management' is forecast at 12 in Jun 22–28, 2026, within 6-19 at 80% confidence (up from 7 in May 25–31, 2026). | Jun 22–28, 2026 | 12.2 | 6 | 49% | missed |
| job postings count for technology 'docker' is forecast at 0 in Jun 22–28, 2026, within 0-5 at 80% confidence (down from 2 in May 25–31, 2026). | Jun 22–28, 2026 | 0.5 | 5 | 10% | missed |
| job postings count for role 'data scientist' is forecast at 7 in Jun 22–28, 2026, within 0-18 at 80% confidence (up from 4 in May 25–31, 2026). | Jun 22–28, 2026 | 7.2 | 6 | 83% | correct |