Executive Summary · May 13–19, 2024 → Oct 26–Nov 1, 2026
Week of Oct 26–Nov 1, 2026: security mentions rose from 3 to 80. Weekly counts here swing widely, so read this as a snapshot, not a trend.
Rising: security, agile delivery, coaching
Falling: budget management
Decision at hand: where to place the next increment of hiring and training budget.
Track record: 439 forecasts scored, mean accuracy 0.37, calibration delta -0.33 — the system has been overconfident and has lowered its own confidence accordingly.
Three lines of evidence
| Signal | Type | Job postings this week | Change | Direction |
|---|---|---|---|---|
| security | skill | 80 | +77 (+2567%) | up |
| agile delivery | skill | 68 | +59 (+656%) | up |
| coaching | skill | 67 | +52 (+347%) | up |
| reporting | skill | 52 | +43 (+478%) | up |
| budget management | skill | 58 | −41 (-41%) | down |
Recommended action
- 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)
- executive: Fund skills in project manager. Job postings mentioning project manager are up 18% over the last 6 weeks, and the next 4w forecast points the same way. (confidence 0.14)
Caveat we will not bury
This reads posting volume from a narrow source set. It is a leading indicator with a lag, not
a hiring plan. Confidence figures are the system's own, and they are adjusted downward
automatically when past forecasts miss.
How we know
Evidence
Confidence
Source diversity
2 sources
98% from one source — treat as narrow
Last updated
2026-11-02
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