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Signal key

employee_decrease

Category

Decline

Source

Company Professional Network page (employee count field).
A company’s employee count dropped by at least one.

When it fires

Trigger condition

employee_count decreases by ≥ 1 between snapshots.

Magnitude

Bucketed on percentage change in employee_count. Buckets are assigned from the percentage change between snapshots:
BucketCondition
low1% ≤ |delta_pct| < 5%
moderate5% ≤ |delta_pct| < 15%
high15% ≤ |delta_pct| < 30%
hyper|delta_pct| ≥ 30%

Why it matters

Mild on its own, but it feeds the heavier decline patterns (layoff_signal, decline_signal, restructuring_signal). A single departure is normal churn; sustained decreases across crawls indicate genuine contraction.

How to read it

Normal vs trend

One drop is churn; repeated drops are contraction.

Composite fuel

Feeds layoff_signal, decline_signal, and restructuring_signal.

Not always bad

Contracting companies sometimes buy efficiency tools, read the context.

Outreach playbook

Don’t alert alone. Use as a component of decline composites or to pause expansion-focused outreach.

Layoff Signal

Employee count dropped sharply in a single interval.

Employee Size Band Downgrade

A company fell down a Professional Network employee size band.

Decline Signal

A company shows a clear distress pattern.

Restructuring Signal

A company is undergoing major restructuring.

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