G
📡 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 Langchain and cooling demand for Docker — 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Forecasts are immutable once published — never edited, never quietly withdrawn.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 0 job postings mentioning typescript are expected the week of Jul 20–26, 2026 (likely range: 0–1, 80% coverage) — roughly flat from 0 the week of Jun 22–28, 2026.

88b27147

Jul 20–26, 2026
Early signal
2026-07-26
1→
Missed
Around 0 job postings mentioning python are expected the week of Jul 20–26, 2026 (likely range: 0–1, 80% coverage) — roughly flat from 0 the week of Jun 22–28, 2026.

84d3fc6c

Jul 20–26, 2026
Early signal
2026-07-26
1→
Missed
Around 11 job postings mentioning langchain are expected the week of Jul 13–19, 2026 (likely range: 9–13, 80% coverage) — up from 7 the week of Jun 15–21, 2026.

d81b21b1

Jul 13–19, 2026
Early signal
2026-07-19
34+→
Missed
job postings count for technology 'langchain' is forecast at 11 in Jul 6–12, 2026, within 10-13 at 80% confidence (up from 7 in Jun 8–14, 2026).

8629047f

Jul 6–12, 2026
Moderate signal
2026-07-12
30+→
Missed
job postings count for technology 'docker' is forecast at 0 in Jun 29–Jul 5, 2026, within 0-1 at 80% confidence (down from 1 in Jun 1–7, 2026).

17ba7c4a

Jun 29–Jul 5, 2026
Early signal
2026-07-05
14+→
Missed
job postings count for role 'platform engineer' is forecast at 1 in Jun 29–Jul 5, 2026, within 0-7 at 80% confidence (down from 2 in Jun 1–7, 2026).

94380fb5

Jun 29–Jul 5, 2026
Early signal
2026-07-05
24+→
Missed
job postings count for skill 'security' is forecast at 1 in Jun 29–Jul 5, 2026, within 0-7 at 80% confidence (down from 2 in Jun 1–7, 2026).

77f9269c

Jun 29–Jul 5, 2026
Early signal
2026-07-05
24+→
Missed
job postings count for role 'scrum master' is forecast at 12 in Jun 29–Jul 5, 2026, within 7-16 at 80% confidence (up from 9 in Jun 1–7, 2026).

fe711785

Jun 29–Jul 5, 2026
Early signal
2026-07-05
34+→
Missed
job postings count for skill 'risk management' is forecast at 21 in Jun 29–Jul 5, 2026, within 16-26 at 80% confidence (up from 14 in Jun 1–7, 2026).

492fc41a

Jun 29–Jul 5, 2026
Early signal
2026-07-05
40+→
Missed
job postings count for skill 'stakeholder management' is forecast at 22 in Jun 29–Jul 5, 2026, within 18-26 at 80% confidence (up from 14 in Jun 1–7, 2026).

8c4e9ce9

Jun 29–Jul 5, 2026
Moderate signal
2026-07-05
40+→
Missed
job postings count for technology 'docker' is forecast at 0 in Jun 22–28, 2026, within 0-5 at 80% confidence (down from 2 in May 25–31, 2026).

5ab99e53

Jun 22–28, 2026
Early signal
2026-06-28
13+→
Missed
job postings count for skill 'financial acumen' is forecast at 13 in Jun 22–28, 2026, within 11-15 at 80% confidence (up from 8 in May 25–31, 2026).

f953c8b4

Jun 22–28, 2026
Early signal
2026-06-28
23+→
Missed
job postings count for role 'program manager' is forecast at 14 in Jun 22–28, 2026, within 12-15 at 80% confidence (up from 8 in May 25–31, 2026).

cf81617c

Jun 22–28, 2026
Early signal
2026-06-28
24+→
Missed
job postings count for skill 'coaching' is forecast at 15 in Jun 22–28, 2026, within 10-20 at 80% confidence (up from 10 in May 25–31, 2026).

3cbc7915

Jun 22–28, 2026
Early signal
2026-06-28
34+→
Missed
job postings count for skill 'stakeholder management' is forecast at 23 in Jun 22–28, 2026, within 18-28 at 80% confidence (up from 14 in May 25–31, 2026).

e97f8210

Jun 22–28, 2026
Early signal
2026-06-28
40+→
Missed
← PreviousPage 5 of 5Next →
🛡️

The SHIOS promise

Every forecast is published. Every forecast is locked. Every forecast is eventually scored. No editing. No disappearing misses. Strategic Honesty.