Weekly Report · May 13–19, 2024 → Oct 12–18, 2026
Week of Oct 12–18, 2026: communication mentions fell from 134 to 77. Weekly counts here swing widely, so read this as a snapshot, not a trend.
Window: May 13–19, 2024 to Oct 12–18, 2026.
What moved
| Signal | Type | Job postings this week | Change | Direction |
|---|---|---|---|---|
| communication | skill | 77 | −57 (-43%) | down |
| process improvement | skill | 101 | +41 (+68%) | up |
| program manager | role | 167 | +39 (+30%) | up |
| analytical skills | skill | 17 | −38 (-69%) | down |
| problem-solving | skill | 25 | −30 (-55%) | down |
What we expect next
- Around 27 job postings mentioning jira are expected the week of Nov 9–15, 2026 (likely range: 0–63, 80% coverage) — down from 65 the week of Oct 12–18, 2026. Confidence 0.09, review by 2026-11-15.
- Around 26 job postings mentioning jira are expected the week of Nov 16–22, 2026 (likely range: 0–63, 80% confidence) — up from 5 the week of Oct 19–25, 2026. Confidence 0.09, review by 2026-11-22.
- Around 15 job postings mentioning azure are expected the week of Nov 9–15, 2026 (likely range: 0–36, 80% confidence) — roughly flat from 15 the week of Oct 12–18, 2026. Confidence 0.09, review by 2026-11-15.
- Around 15 job postings mentioning azure are expected the week of Nov 16–22, 2026 (likely range: 0–36, 80% confidence) — up from 4 the week of Oct 19–25, 2026. Confidence 0.09, review by 2026-11-22.
- Around 15 job postings mentioning azure are expected the week of Nov 2–8, 2026 (likely range: 0–36, 80% confidence) — up from 13 the week of Oct 5–11, 2026. Confidence 0.09, review by 2026-11-08.
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: 386 forecasts scored, mean accuracy 0.37, calibration delta -0.34 — 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
2026-10-19
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