PS Product SecurityKnowledge Base

🧑‍💼 Role-Based KPI Patterns for Product Security

Intro: The same KPI can drive the wrong behavior if it is assigned to the wrong level. This page maps realistic KPI patterns to the way Product Security teams are usually structured.

What this page includes

  • KPI focus by role
  • good and bad examples
  • cautions against vanity metrics
  • practical target ideas

Guiding principle

Individual contributors should mostly own execution metrics.
Leads and managers should mostly own flow and control quality.
Directors should mostly own risk reduction at scale and business trust.

Engineer

Useful KPIs

  • percent of assigned critical/high findings remediated within SLA
  • percent of code changes that pass security checks on first try
  • number of high-confidence findings prevented in new code
  • percent of services using approved libraries, base images, and templates

Avoid

  • raw finding count closed
  • total scanner output reviewed without quality weighting

Lead

Useful KPIs

  • team-level remediation velocity
  • review turnaround time for design and threat modeling
  • adoption of secure defaults across the team’s services
  • exception count older than agreed review window

Avoid

  • “zero findings” targets that encourage suppression
  • pure ticket throughput without severity weighting

Manager

Useful KPIs

  • percent of products with defined owners and service tiers
  • percent of releases with required security evidence
  • percent of tier-1 apps covered by core controls
  • median age of critical findings by business unit
  • quality gate stability and bypass rate

Architect

Useful KPIs

  • percent of reference architectures with security control patterns
  • percent of new services built on paved-road modules
  • percent of identity and network patterns aligned to standard blueprints
  • number of repeated classes of design defects eliminated by architecture changes

Security Champion

Useful KPIs

  • participation in threat modeling and release reviews
  • local remediation follow-through in the champion’s team
  • reduction in repeat misconfigurations within the team
  • training or enablement activity tied to fewer repeat issues

Director

Useful KPIs

  • risk debt trend for critical applications
  • release confidence for business-critical products
  • coverage of preventive controls across the portfolio
  • exception governance health
  • customer or audit evidence readiness
  • security work that reduced friction, not only risk

Good director KPI statements

  • “Reduce median age of exploitable critical findings in tier-1 services from 30 days to 10 days.”
  • “Move 85% of tier-1 repositories to centrally managed pipeline security templates.”
  • “Cut secret exposure rate per 1,000 commits by half through local scanning and push protection.”
  • “Attach security evidence to 95% of regulated or enterprise-facing releases.”

Bad KPI statements

  • “Close more vulnerabilities.”
  • “Do more threat models.”
  • “Increase awareness.”
  • “Improve security culture.”