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Closed observation window · 2026-W30

Jul 20–26, 2026

A frozen snapshot: the Rising and Falling tables as they were computed for this week, and every forecast that was scored against what actually happened in it.

2026-W30

Rising

SignalCountChangeEvidence
software engineerrole29mentions▲ +29+100%View evidence
securityskill21mentions▲ +21+100%View evidence
data analysisskill13mentions▲ +13+100%View evidence
automationskill8mentions▲ +8+100%View evidence
machine learningskill9mentions▲ +6+200%View evidence

2026-W30

Falling

SignalCountChangeEvidence
aviation safety inspectionskill0mentions▼ -8-100%View evidence
aviation safety inspectorrole0mentions▼ -7-100%View evidence
flight oversightskill0mentions▼ -3-100%View evidence
regulatory complianceskill0mentions▼ -3-100%View evidence
avionicstechnology0mentions▼ -2-100%View evidence

10 forecasts

Scored against this window

ForecastTargetPredictedActualAccuracyDirection
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.Jul 20–26, 20260.35990%missed
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.Jul 20–26, 20260.351110%missed
Around 0 job postings for software engineer roles 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.Jul 20–26, 20260.1460%missed
Around 0 job postings mentioning automation 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.Jul 20–26, 20260.35601%missed
Around 0 job postings mentioning react 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.Jul 20–26, 20260.35351%missed
Around 0 job postings mentioning docker 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.Jul 20–26, 20260.35123%missed
Around 0 job postings mentioning cloud architecture 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.Jul 20–26, 20260.35143%missed
Around 0 job postings mentioning postgresql 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.Jul 20–26, 20260.3566%missed
Around 0 job postings mentioning aws 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.Jul 20–26, 20260.3549%missed
Around 0 job postings mentioning azure 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.Jul 20–26, 20260.3557%missed