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ITJobsWatch

Real-Time IT Job Market Trends & Actionable Insights.

Since 2004, IT Jobs Watch has published free demand-side labour market insights including technology skill set trends, salary and contractor rate benchmarking and job vacancy statistics. Our website is used by IT professionals, jobseekers, recruiters, HR, students, researchers and journalists.

29/05/2026

The Cohesion Spectrum maps how socio-technical systems manage the tension between autonomy and cohesion, plotting coordination regimes on two axes of participatory and consequential autonomy. It identifies seven zones from Oppressive to Interoperable, and the trajectories systems follow under scaling, crisis, and network effects.

Zones and trajectories on the autonomy plane.

23/05/2026

Protocols organise coordination from formal standards to informal norms. The Protocol Field maps them against the gravity of protocol debt. Applying this diagnostic framework to human-AI coordination makes these emergent patterns legible.

https://www.itjobswatch.co.uk/research-notes/2025/protocol-field

A diagnostic framework mapping protocols against the gravity of protocol debt. Diagnoses where human-AI coordination becomes brittle, opaque, or both.

20/05/2026

The Persistence of AI-Mediated Protocols. This essay defines strange protocols. The opaque, emergent patterns that arise from networks of AI agents operating at scales beyond human comprehension.

Defines strange protocols. The opaque, emergent patterns that arise from networks of AI agents operating at scales beyond human comprehension. Alongside strong and weak protocols.

03/05/2026

Despite recent uncertainty in UK technology hiring conditions, our research points to a positive future for software engineers. This Bloomberg report confirms what we are seeing: AI is not replacing developers, the role is evolving.

25 likes, 3 comments. "Why Vibe Coding Isn’t the End of the Software Engineer"

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