| Around 9 job postings for product manager roles are expected the week of Aug 24–30, 2026 (likely range: 5–14, 80% coverage) — down from 10 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 9.18 | 92 | 10% | missed |
| Around 6 job postings for project manager roles are expected the week of Aug 24–30, 2026 (likely range: 3–8, 80% coverage) — up from 3 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 5.7 | 187 | 3% | correct |
| Around 68 job postings mentioning typescript are expected the week of Aug 24–30, 2026 (likely range: 17–120, 80% coverage) — down from 72 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 68.31 | 5 | 7% | missed |
| Around 23 job postings mentioning aws are expected the week of Aug 24–30, 2026 (likely range: 11–35, 80% coverage) — up from 2 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 22.8 | 63 | 36% | correct |
| Around 82 job postings mentioning python are expected the week of Aug 24–30, 2026 (likely range: 38–126, 80% coverage) — up from 70 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 81.98 | 15 | 18% | correct |
| Around 100 job postings mentioning ai literacy are expected the week of Aug 24–30, 2026 (likely range: 45–155, 80% coverage) — down from 115 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 100.2 | 66 | 66% | missed |
| Around 35 job postings mentioning cloud architecture are expected the week of Aug 24–30, 2026 (likely range: 17–53, 80% coverage) — up from 3 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 35.08 | 136 | 26% | correct |
| Around 67 job postings mentioning agile delivery are expected the week of Aug 24–30, 2026 (likely range: 17–116, 80% coverage) — up from 50 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 66.86 | 442 | 15% | correct |
| Around 50 job postings mentioning automation are expected the week of Aug 24–30, 2026 (likely range: 20–80, 80% coverage) — up from 22 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 50.31 | 205 | 25% | correct |
| Around 24 job postings mentioning jira are expected the week of Aug 24–30, 2026 (likely range: 12–36, 80% coverage) — up from 10 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 23.89 | 202 | 12% | correct |
| Around 21 job postings mentioning machine learning are expected the week of Aug 24–30, 2026 (likely range: 9–33, 80% coverage) — up from 0 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 20.67 | 37 | 56% | correct |
| Around 16 job postings mentioning stakeholder management are expected the week of Aug 24–30, 2026 (likely range: 7–26, 80% coverage) — up from 1 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 16.32 | 518 | 3% | correct |
| Around 13 job postings mentioning risk management are expected the week of Aug 24–30, 2026 (likely range: 5–22, 80% coverage) — up from 0 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 13.24 | 188 | 7% | correct |
| Around 17 job postings for ml engineer roles are expected the week of Aug 24–30, 2026 (likely range: 8–25, 80% coverage) — up from 0 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 16.52 | 2 | 12% | missed |
| Around 26 job postings mentioning anthropic api are expected the week of Aug 24–30, 2026 (likely range: 17–35, 80% coverage) — up from 20 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 26.19 | 447 | 6% | correct |
| Around 7 job postings mentioning coaching are expected the week of Aug 24–30, 2026 (likely range: 2–12, 80% coverage) — up from 1 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 7 | 366 | 2% | correct |
| Around 16 job postings mentioning security are expected the week of Aug 24–30, 2026 (likely range: 9–22, 80% coverage) — up from 11 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 15.54 | 412 | 4% | correct |
| Around 8 job postings for scrum master roles are expected the week of Aug 24–30, 2026 (likely range: 4–13, 80% coverage) — up from 1 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 8.15 | 197 | 4% | correct |
| Around 10 job postings for program manager roles are expected the week of Aug 24–30, 2026 (likely range: 4–15, 80% coverage) — up from 0 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 9.64 | 210 | 5% | correct |
| Around 11 job postings mentioning financial acumen are expected the week of Aug 24–30, 2026 (likely range: 6–16, 80% coverage) — up from 3 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 11.24 | 175 | 6% | correct |
| Around 13 job postings mentioning data analysis are expected the week of Aug 24–30, 2026 (likely range: 5–22, 80% coverage) — up from 8 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 13.16 | 223 | 6% | correct |
| Around 12 job postings mentioning langchain are expected the week of Aug 24–30, 2026 (likely range: 6–17, 80% coverage) — up from 5 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 11.82 | 172 | 7% | correct |
| Around 8 job postings mentioning azure are expected the week of Aug 24–30, 2026 (likely range: 3–14, 80% coverage) — up from 0 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 8.44 | 91 | 9% | correct |
| Around 8 job postings for platform engineer roles are expected the week of Aug 24–30, 2026 (likely range: 4–12, 80% coverage) — up from 2 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 8.01 | 10 | 80% | correct |
| Around 9 job postings mentioning program management are expected the week of Aug 24–30, 2026 (likely range: 4–13, 80% coverage) — up from 1 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 8.6 | 298 | 3% | correct |
| Around 14 job postings mentioning docker are expected the week of Aug 24–30, 2026 (likely range: 8–19, 80% coverage) — up from 10 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 13.52 | 9 | 67% | correct |
| Around 25 job postings for software engineer roles are expected the week of Aug 24–30, 2026 (likely range: 7–43, 80% coverage) — down from 32 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 25.32 | 37 | 68% | missed |
| Around 28 job postings mentioning react are expected the week of Aug 24–30, 2026 (likely range: 9–48, 80% coverage) — down from 40 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 28.22 | 2 | 7% | missed |
| Around 3 job postings mentioning databricks are expected the week of Aug 24–30, 2026 (likely range: 0–6, 80% coverage) — up from 0 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 3.14 | 15 | 21% | correct |
| Around 9 job postings mentioning postgresql are expected the week of Aug 24–30, 2026 (likely range: 0–19, 80% coverage) — down from 28 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 9.19 | 3 | 33% | missed |
| Around 0 job postings for agile coach roles are expected the week of Aug 24–30, 2026 (likely range: 0–3, 80% coverage) — roughly flat from 0 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 0.45 | 158 | 0% | missed |
| Around 1 job postings mentioning change management are expected the week of Aug 24–30, 2026 (likely range: 0–3, 80% coverage) — up from 0 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 0.74 | 182 | 0% | correct |
| Around 5 job postings mentioning kubernetes are expected the week of Aug 24–30, 2026 (likely range: 0–10, 80% coverage) — down from 15 the week of Jul 27–Aug 2, 2026. | Aug 24–30, 2026 | 5.04 | 10 | 50% | missed |