Weekly Report · Sep 21–27, 2026 → Sep 21–27, 2026
Week of Sep 21–27, 2026: process improvement mentions fell from 165 to 114. Weekly counts here swing widely, so read this as a snapshot, not a trend.
Window: Sep 21–27, 2026 to Sep 21–27, 2026.
What moved
| Signal | Type | Job postings this week | Change | Direction |
|---|---|---|---|---|
| process improvement | skill | 114 | −51 (-31%) | down |
| stakeholder management | skill | 263 | −44 (-14%) | down |
| agile delivery | skill | 173 | −37 (-18%) | down |
| project management | skill | 203 | −35 (-15%) | down |
| reporting | skill | 149 | −35 (-19%) | down |
What we expect next
- Around 5 job postings for software engineer roles are expected the week of Sep 28–Oct 4, 2026 (likely range: 0–11, 80% coverage) — down from 20 the week of Aug 31–Sep 6, 2026. Confidence 0.06, review by 2026-10-04.
- Around 11 job postings for product manager roles are expected the week of Oct 19–25, 2026 (likely range: 0–25, 80% confidence) — down from 22 the week of Sep 21–27, 2026. Confidence 0.06, review by 2026-10-25.
- Around 10 job postings for product manager roles are expected the week of Oct 12–18, 2026 (likely range: 0–24, 80% confidence) — down from 31 the week of Sep 14–20, 2026. Confidence 0.06, review by 2026-10-18.
- Around 22 job postings for scrum master roles are expected the week of Oct 19–25, 2026 (likely range: 0–51, 80% confidence) — down from 51 the week of Sep 21–27, 2026. Confidence 0.06, review by 2026-10-25.
- Around 29 job postings for program manager roles are expected the week of Oct 19–25, 2026 (likely range: 0–70, 80% confidence) — down from 115 the week of Sep 21–27, 2026. Confidence 0.06, review by 2026-10-25.
What we recommend
- student: Prioritise skills in product ownership. Job postings mentioning product ownership are up 100% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.14)
- investor: Watch skills in product ownership. Job postings mentioning product ownership are up 100% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.14)
- executive: Fund skills in product ownership. Job postings mentioning product ownership are up 100% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.14)
- manager: Plan for skills in product ownership. Job postings mentioning product ownership are up 100% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.14)
What we do not know
- Posting volume is a proxy for demand, and it lags actual hiring.
- Only the configured sources are represented. Everything else is absent, not zero.
Track record: 293 forecasts scored, mean accuracy 0.41, calibration delta -0.37 — the system has been overconfident and has lowered its own confidence accordingly.
How we know
Evidence
40+
Confidence
not claimed — this is a count
Source diversity
1 source
100% from one source — treat as narrow
Last updated
2026-09-21
Reality validation
Not yet scored against reality.
How this forecast was made
- Approach
- Linear trend fitted to recent weekly counts, with a range to account for uncertainty
- Can it be edited?
- No — forecasts are locked at publication and scored as-is
Primary sources