23% positive apply intent.

5,698 of 25,182 recorded decisions showed positive apply intent over 90 days.

• 25,182 — recorded decisions
• 5,698 — positive decisions
• 1,544 — distinct candidates

Positive decisions are a subset of recorded decisions. Each ranking percentage uses that slice's own decision count and privacy-qualified candidate count.

The leading entries in this view are DevOps, SRE / Reliability, Cloud. That ranking is calculated from the same dated snapshot as the attached visual.

Interpretation: this describes behavior inside DevOpsHunt, not the entire employment market or an application conversion rate.

How it was built: Positive intent combines Apply and Self apply decisions; Pass remains in the denominator. Every published slice requires at least 25 decisions and 10 distinct candidates.

I use this as a directional view of the market rather than a prediction. The useful part is comparing the same definitions consistently over time—and checking the underlying live roles before acting on a headline or changing a career decision.

Scope: all active qualified DevOps jobs. Based on 25,182 candidate decisions, updated 2026-11-01.

Which kind of DevOps role would you apply to today?

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DevOps Candidate Interest Index. 23% positive apply intent. 5,698 of 25,182 recorded decisions showed positive apply intent over 90 days. Leading entries: DevOps (12198), SRE / Reliability (3013), Cloud (2571). DevOpsHunt job market data, 2026-11-01.