Research Competency Matrix: Mapping Team Growth

WHY IT EXISTS: Most teams assess researchers through generic job titles or ad-hoc intuition, which hides the real mix of abilities needed to deliver impact. The ResearchOps Community built the Research Skills Framework because researcher growth is not just about doing methods correctly; it is also about making the work successful inside an organization. The framework captures both execution and influence as a value chain that connects individual practice to team outcomes.

THE MENTAL MODEL: Think of a competency matrix as a map with two axes. One axis is craft skills, the abilities that let you execute research successfully. The other axis is human skills, the abilities that let you make that research matter to stakeholders. Progression is not a single ladder; it is a value chain where themes ladder up toward organizational needs. You plot yourself or your team on this map to see where you are strong, where you are exposed, and what realistic next step looks like.

HOW IT WORKS: Start with a skills and themes inventory customized to your team context. You review the skills, build a shared vocabulary, and decide which practices matter for your work. Then you encode findings into a skills progression map that shows archetypes of individual contributor growth. The map becomes a living tool for self-reflection, one-on-one discussions, and goal planning. Over time, teams can also extract patterns of practice into project playbooks, turning repeated competencies into operational muscle memory.

WHEN TO USE IT: Use the matrix when you need to plan team training, scope a hiring profile, or align researcher capabilities with strategic goals. It is especially powerful during career leveling conversations and when operationalizing project types by sequencing the ten to twenty patterns a team actually needs.

WHEN NOT TO USE IT: Do not use it as a rigid checklist or standardized test. The framework is designed to be bottom-up and customizable. If you force every researcher to hit every cell by a fixed date, you turn a reflection tool into a bureaucratic gate that ignores context.

ONE CANONICAL EXAMPLE: A research leader wants to staff an experience mapping project. Instead of guessing who is ready, they open the team's progression map and see that one researcher has strong craft in journey mapping but weaker human skills in workshop facilitation. The leader pairs that researcher with a senior teammate for the facilitation piece, turning the matrix into a precise staffing and development decision.

Source: researchskills.net