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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 Risk Management and cooling demand for Azure — 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Forecasts are immutable once published — never edited, never quietly withdrawn.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

115 forecasts · sorted by target week

Complete Forecast Register

ForecastTargetConfidenceReview byEvidenceStatus
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.

7d3080d9

Aug 24–30, 2026
Early signal
2026-08-30
40+→
Missed
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.

91bf88a0

Aug 24–30, 2026
Early signal
2026-08-30
40+→
Missed
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.

20990cef

Aug 24–30, 2026
Early signal
2026-08-30
40+→
Missed
Around 0 job postings for agile coach roles are expected the week of Aug 17–23, 2026 (likely range: 0–0, 80% coverage) — roughly flat from 0 the week of Jul 20–26, 2026.

b142b4f9

Aug 17–23, 2026
Early signal
2026-08-23
2→
Missed
Around 0 job postings mentioning product ownership are expected the week of Aug 17–23, 2026 (likely range: 0–2, 80% coverage) — down from 8 the week of Jul 20–26, 2026.

f103bedc

Aug 17–23, 2026
Early signal
2026-08-23
13+→
Missed
Around 1 job postings for project manager roles are expected the week of Aug 17–23, 2026 (likely range: 0–3, 80% coverage) — down from 11 the week of Jul 20–26, 2026.

9d6d6144

Aug 17–23, 2026
Early signal
2026-08-23
28+→
Missed
Around 0 job postings mentioning process improvement are expected the week of Aug 17–23, 2026 (likely range: 0–0, 80% coverage) — down from 1 the week of Jul 20–26, 2026.

c3eb74c3

Aug 17–23, 2026
Early signal
2026-08-23
1→
Missed
Around 0 job postings mentioning postgresql are expected the week of Aug 17–23, 2026 (likely range: 0–1, 80% coverage) — down from 6 the week of Jul 20–26, 2026.

b939cd2c

Aug 17–23, 2026
Early signal
2026-08-23
7→
Missed
Around 1 job postings mentioning react are expected the week of Aug 17–23, 2026 (likely range: 0–6, 80% coverage) — down from 36 the week of Jul 20–26, 2026.

5f9c6c0f

Aug 17–23, 2026
Early signal
2026-08-23
28+→
Missed
Around 3 job postings for software engineer roles are expected the week of Aug 17–23, 2026 (likely range: 0–10, 80% coverage) — down from 64 the week of Jul 20–26, 2026.

b803e52a

Aug 17–23, 2026
Early signal
2026-08-23
30+→
Missed
job postings count for technology 'docker' is forecast at 13 in Aug 17–23, 2026, within 7-19 at 80% confidence (down from 17 in Jul 20–26, 2026).

e6750bd4

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for role 'platform engineer' is forecast at 11 in Aug 17–23, 2026, within 7-14 at 80% confidence (flat from 11 in Jul 20–26, 2026).

9b544aba

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for skill 'data analysis' is forecast at 14 in Aug 17–23, 2026, within 5-23 at 80% confidence (down from 24 in Jul 20–26, 2026).

b6da267e

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for technology 'langchain' is forecast at 14 in Aug 17–23, 2026, within 9-19 at 80% confidence (down from 16 in Jul 20–26, 2026).

75a79385

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for technology 'azure' is forecast at 12 in Aug 17–23, 2026, within 10-15 at 80% confidence (down from 13 in Jul 20–26, 2026).

78408e76

Aug 17–23, 2026
Moderate signal
2026-08-23
40+→
Missed
job postings count for skill 'security' is forecast at 16 in Aug 17–23, 2026, within 8-23 at 80% confidence (down from 22 in Jul 20–26, 2026).

0ac4c029

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for role 'scrum master' is forecast at 12 in Aug 17–23, 2026, within 10-14 at 80% confidence (up from 10 in Jul 20–26, 2026).

de81ae71

Aug 17–23, 2026
Moderate signal
2026-08-23
40+→
Missed
job postings count for skill 'coaching' is forecast at 10 in Aug 17–23, 2026, within 8-13 at 80% confidence (down from 12 in Jul 20–26, 2026).

850d03c5

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for technology 'anthropic api' is forecast at 24 in Aug 17–23, 2026, within 15-34 at 80% confidence (down from 32 in Jul 20–26, 2026).

27fd84ed

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for technology 'typescript' is forecast at 50 in Aug 17–23, 2026, within 0-103 at 80% confidence (down from 111 in Jul 20–26, 2026).

f648bdc0

Aug 17–23, 2026
Early signal
2026-08-23
25+→
Missed
job postings count for skill 'risk management' is forecast at 20 in Aug 17–23, 2026, within 17-23 at 80% confidence (up from 16 in Jul 20–26, 2026).

67989aec

Aug 17–23, 2026
Moderate signal
2026-08-23
40+→
Missed
job postings count for skill 'stakeholder management' is forecast at 23 in Aug 17–23, 2026, within 19-28 at 80% confidence (up from 21 in Jul 20–26, 2026).

b93ce4fa

Aug 17–23, 2026
Moderate signal
2026-08-23
40+→
Missed
job postings count for technology 'jira' is forecast at 28 in Aug 17–23, 2026, within 17-39 at 80% confidence (down from 38 in Jul 20–26, 2026).

073ef0aa

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for skill 'agile delivery' is forecast at 62 in Aug 17–23, 2026, within 8-115 at 80% confidence (down from 123 in Jul 20–26, 2026).

f562696a

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for skill 'ai literacy' is forecast at 70 in Aug 17–23, 2026, within 19-122 at 80% confidence (down from 125 in Jul 20–26, 2026).

16e63ae3

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
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Every forecast is published. Every forecast is locked. Every forecast is eventually scored. No editing. No disappearing misses. Strategic Honesty.