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Forecast c4b30b43 · published 2026-09-14

Around 13 job postings mentioning automation are expected the week of Oct 12–18, 2026 (likely range: 0–39, 80% coverage) — down from 75 the week of Sep 14–20, 2026.

Not yet resolved

What was claimed

The forecast

Target period
Oct 12–18, 2026
Predicted mentions
13 job postings
Direction
↓ Falling
Method
Linear trend fit with confidence interval
Review by
2026-10-18
Expires
2026-10-25

Confidence at publication

Early signal

What happened

Outcome

Not yet scored. This forecast is still inside its review window, so nothing here is proven — it is a claim awaiting a verdict.

Observed history

automation — the series behind the fit

Aug 10–16, 2026: 2 mentionsAug 17–23, 2026: 10 mentionsAug 24–30, 2026: 206 mentionsAug 31–Sep 6, 2026: 64 mentionsSep 7–13, 2026: 17 mentionsSep 14–20, 2026: 75 mentions

How we know

Evidence

40+

Confidence

Early signal

Source diversity

2 sources

Last updated

2026-09-14

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
How far ahead
4 weeks
Checked against reality by
2026-10-18
Can it be edited?
No — forecasts are locked at publication and scored as-is

Track record for automation

21 forecasts published, 15 scored, mean accuracy 42%.

Primary sources

12 sources
Booz Allen Hamilton — Agile Coach and Release Train Engineermail.google.com
Hubbell Incorporated — Manager, AI Deliverymail.google.com
Det-Tronics (Detector Electronics, LLC) — PMO Lead & Approvals Project Managermail.google.com
BAE Systems, Inc. — Senior Scrum Mastermail.google.com
Deloitte — Senior Manager - ServiceNowmail.google.com