Forecasts
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📡 Forecast Intelligence

What Happens Next?

Evidence-backed forecasts of where the job market is heading.

We don't just make predictions. We come back and check them.

Forecast · Nov 9–15, 2026~15 postings · Change Management + Project ManagementObservedForecastToday
📈

649

Forecasts published

All time

✓

386

Resolved forecasts

59% of total

◎

37%

Mean accuracy

Across resolved

✓

176

Confirmed

46% of resolved

◐

95

Partially confirmed

25% of resolved

✕

115

Missed

30% of resolved

🔒

0

Forecasts edited

Always published as-is

We're projecting rising demand for Agile Delivery + Stakeholder Management and cooling demand for Financial Services — 386 past forecasts scored so far at 37% mean accuracy.

How this is measured

Forecasts are immutable once published — never edited, never quietly withdrawn. When the target period arrives each one is scored against the observed count, and the misses stay on this page alongside the hits.

What's Coming

Most important active forecasts, by evidence — target week Nov 9–15, 2026

View all 263 active forecasts →
Change Management + Project Management↓ Cooling

Down from 75 postings the week of Oct 12–18, 2026.

~15postings

Expected Nov 9–15, 2026

Range (80% coverage)0 – 35
Evidence40+ records
Signal maturityEarly signal
Typeskill_combination
View forecast →
Process Improvement + Risk Management↓ Cooling

Down from 41 postings the week of Oct 12–18, 2026.

~14postings

Expected Nov 9–15, 2026

Range (80% coverage)0 – 32
Evidence40+ records
Signal maturityEarly signal
Typeskill_combination
View forecast →
Communication + Stakeholder Management↓ Cooling

Down from 61 postings the week of Oct 12–18, 2026.

~15postings

Expected Nov 9–15, 2026

Range (80% coverage)0 – 38
Evidence40+ records
Signal maturityEarly signal
Typeskill_combination
View forecast →
Team Leadership↓ Cooling

Down from 93 postings the week of Oct 12–18, 2026.

~14postings

Expected Nov 9–15, 2026

Range (80% coverage)0 – 34
Evidence40+ records
Signal maturityEarly signal
Typeskill
View forecast →

Can SHIOS predict the market?

Forecast accuracy by resolution week

30%

Mean accuracy · 386 resolved

262728293031323334353738394041
Needs Improvement reliability

Forecast scorecard

Outcomes across 386 resolved forecasts

Confirmed
176 (46%)
Partially confirmed
95 (25%)
Missed
115 (30%)

We keep our misses on the table. Forecast quality is judged on all 386, not just the wins.

How forecasting works

Every forecast follows the same six steps

  1. 1Evidence — collect real signals from the market
  2. 2Trend — analyze recent weekly movement
  3. 3Forecast — project what's likely next, with a range
  4. 4Publish — lock the forecast as-is, no edits
  5. 5Reality — wait for the target period to arrive
  6. 6Score — grade accuracy, recalibrate confidence

263 forecasts · sorted by target week

Complete Forecast Register

AllActiveConfirmedPartially confirmedMissed
ForecastTargetConfidenceReview byEvidenceStatus
Around 23 job postings mentioning coaching + stakeholder management are expected the week of Nov 2–8, 2026 (likely range: 0–61, 80% coverage) — down from 31 the week of Oct 5–11, 2026.

34482a72

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 27 job postings mentioning project management + stakeholder management are expected the week of Nov 2–8, 2026 (likely range: 0–65, 80% coverage) — down from 136 the week of Oct 5–11, 2026.

b9256c37

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 23 job postings mentioning security + stakeholder management are expected the week of Nov 2–8, 2026 (likely range: 0–65, 80% coverage) — up from 3 the week of Oct 5–11, 2026.

040d56b9

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 26 job postings mentioning agile delivery + stakeholder management are expected the week of Nov 2–8, 2026 (likely range: 0–71, 80% coverage) — up from 18 the week of Oct 5–11, 2026.

44100b26

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 30 job postings mentioning program management + stakeholder management are expected the week of Nov 2–8, 2026 (likely range: 0–72, 80% coverage) — down from 91 the week of Oct 5–11, 2026.

5d8ba770

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 32 job postings mentioning risk management + stakeholder management are expected the week of Nov 2–8, 2026 (likely range: 0–75, 80% coverage) — down from 157 the week of Oct 5–11, 2026.

3495962d

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 30 job postings mentioning financial services are expected the week of Nov 2–8, 2026 (likely range: 0–66, 80% coverage) — down from 91 the week of Oct 5–11, 2026.

68037172

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 33 job postings mentioning healthcare are expected the week of Nov 2–8, 2026 (likely range: 0–73, 80% coverage) — down from 132 the week of Oct 5–11, 2026.

6b9ad052

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 52 job postings mentioning insurance are expected the week of Nov 2–8, 2026 (likely range: 0–120, 80% coverage) — down from 172 the week of Oct 5–11, 2026.

987405e6

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 11 job postings mentioning confluence are expected the week of Nov 2–8, 2026 (likely range: 0–27, 80% coverage) — roughly flat from 11 the week of Oct 5–11, 2026.

a15c0ae6

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 11 job postings mentioning cloud architecture are expected the week of Nov 2–8, 2026 (likely range: 0–29, 80% coverage) — up from 0 the week of Oct 5–11, 2026.

e84d3ac1

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 11 job postings for product manager roles are expected the week of Nov 2–8, 2026 (likely range: 0–26, 80% coverage) — down from 17 the week of Oct 5–11, 2026.

dc0c7ecc

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 12 job postings for agile coach roles are expected the week of Nov 2–8, 2026 (likely range: 0–33, 80% coverage) — roughly flat from 12 the week of Oct 5–11, 2026.

90094e4e

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 14 job postings mentioning product ownership are expected the week of Nov 2–8, 2026 (likely range: 0–42, 80% coverage) — up from 0 the week of Oct 5–11, 2026.

405b615e

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 14 job postings mentioning healthcare are expected the week of Nov 2–8, 2026 (likely range: 0–39, 80% coverage) — up from 2 the week of Oct 5–11, 2026.

92ddcff6

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 15 job postings mentioning azure are expected the week of Nov 2–8, 2026 (likely range: 0–36, 80% coverage) — up from 13 the week of Oct 5–11, 2026.

e5b6171e

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 15 job postings mentioning financial acumen are expected the week of Nov 2–8, 2026 (likely range: 0–40, 80% coverage) — up from 6 the week of Oct 5–11, 2026.

5a48a0e0

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 15 job postings mentioning automation are expected the week of Nov 2–8, 2026 (likely range: 0–41, 80% coverage) — up from 7 the week of Oct 5–11, 2026.

768df9bb

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 16 job postings mentioning reporting are expected the week of Nov 2–8, 2026 (likely range: 0–45, 80% coverage) — up from 15 the week of Oct 5–11, 2026.

94ae10ae

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 21 job postings mentioning communication are expected the week of Nov 2–8, 2026 (likely range: 0–56, 80% coverage) — down from 134 the week of Oct 5–11, 2026.

a72edefe

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 22 job postings for scrum master roles are expected the week of Nov 2–8, 2026 (likely range: 0–52, 80% coverage) — down from 25 the week of Oct 5–11, 2026.

fd67e226

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 23 job postings mentioning data analysis are expected the week of Nov 2–8, 2026 (likely range: 0–57, 80% coverage) — down from 32 the week of Oct 5–11, 2026.

fe344775

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 25 job postings mentioning jira are expected the week of Nov 2–8, 2026 (likely range: 0–62, 80% coverage) — down from 54 the week of Oct 5–11, 2026.

f8ceccc6

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 29 job postings mentioning change management are expected the week of Nov 2–8, 2026 (likely range: 0–69, 80% coverage) — down from 128 the week of Oct 5–11, 2026.

7c6c0d3f

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
Around 31 job postings for project manager roles are expected the week of Nov 2–8, 2026 (likely range: 0–70, 80% coverage) — down from 121 the week of Oct 5–11, 2026.

cbf0e161

Nov 2–8, 2026
Early signal
2026-11-08
40+→
Not yet resolved
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