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Forecast 3f9fe132 · published 2026-09-21

Around 14 job postings mentioning automation are expected the week of Oct 19–25, 2026 (likely range: 0–41, 80% coverage) — down from 53 the week of Sep 21–27, 2026.

Not yet resolved

What was claimed

The forecast

Target period
Oct 19–25, 2026
Predicted mentions
14 job postings
Direction
↓ Falling
Method
Linear trend fit with confidence interval
Review by
2026-10-25
Expires
2026-11-01

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 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 mentionsSep 21–27, 2026: 54 mentions

How we know

Evidence

40+

Confidence

Early signal

Source diversity

2 sources

83% from one source — treat as narrow

Last updated

2026-09-21

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
2026-10-25
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
Cargill — Smart Manufacturing & Supply Chain AI Enablement Lead (Open to Remote, US & Canada)mail.google.com
EY — Technical Project Manager - AImail.google.com
First Citizens Bank — Principal Delivery Leadmail.google.com
Slalom — Data Program Delivery Lead - Data Solution Owner (United States)mail.google.com