HR Techologies & Systems

Skill adjacency - Reskilling

Skill adjacency - Reskilling

Skill adjacency - Reskilling

Skill adjacency - Reskilling

Sep 20, 2025

7

min

A network graph connecting various skills, with a clear pathway highlighted to show a reskilling journey from one skill to another.
A network graph connecting various skills, with a clear pathway highlighted to show a reskilling journey from one skill to another.
A network graph connecting various skills, with a clear pathway highlighted to show a reskilling journey from one skill to another.

The Hidden Key to Workforce Agility

Discover how skill adjacency can revolutionize your talent development and help HR make smarter, data-driven upskilling decisions.

In today's fast-paced business world, workforce agility is paramount. But how can organizations build a truly adaptable team? The answer may lie in a powerful, often overlooked concept: skill adjacency. By understanding the intricate connections between skills, you can unlock hidden potential within your workforce, accelerate growth, and build a more resilient, future-ready organization.


What is Skill Adjacency?

At its core, skill adjacency is the relationship between different skills. Think of it as a network: competencies are not isolated islands but are deeply interconnected. An employee proficient in one skill can learn an "adjacent" or related skill much faster because they share a common foundation.

"Skill adjacency is leveraging an existing competency as a launchpad to develop a new, related one. It’s about building bridges, not starting from scratch."

A practical example: A graphic designer already possesses a deep understanding of color theory and composition. This makes their transition into UX/UI design—an adjacent field—significantly smoother than for someone starting with no design background.


A Strategic Game-Changer

Focusing on adjacent skills transforms talent development from a simple cost center into a strategic driver of business value. You can create efficient pathways for growth that build on the strengths your employees already have.

Traditional Path Adjacency Path Faster Growth!
🚀Faster Upskilling
💰Lower Hiring Costs
📈Boosted Retention
🔄Increased Agility

How Can We Measure It?

Skill adjacency isn't just a concept; it can be quantified. By analyzing different dimensions of skills, we can generate an 'Adjacency Score' that predicts the ease of transitioning from one skill to another.

Adjacency Score = 𝑓 (Shared Knowledge + Process Overlap + Tool Similarity)

A higher score indicates a stronger connection and an easier learning transition.

  • Shared Knowledge: Do the skills draw from the same foundational knowledge base (e.g., statistics, design theory)?
  • Process Overlap: Do the workflows or methodologies share common steps (e.g., data cleaning, client communication)?
  • Tool Similarity: Are the technologies or software platforms related (e.g., knowing Tableau makes learning Power BI easier)?

Adjacency in Action

Let's compare two common data roles: a Data Analyst and a BI Developer. An internal move from the former to the latter is often faster when skill adjacency is high.

Data Analyst BI Developer SQL Viz Tools Data Models

Data Analyst Skills

  • SQL
  • Tableau/Power BI
  • Statistics & Analysis

BI Developer Skills

  • Advanced SQL
  • Tableau/Power BI
  • ETL Processes

A Data Analyst already has the core skills (highlighted) to become a great BI Developer. Their development path can be highly targeted, focusing primarily on mastering ETL processes and advanced SQL.


Your 4-Step Action Plan

Ready to integrate skill adjacency into your talent strategy? Here's a simple framework to get started.

  1. Map Core Skills: Identify the critical skills required for key roles in your organization. What competencies drive the most value?
  2. Analyze Adjacency: Use analytics to map the relationships between skills. Identify the most relevant adjacent skills for each core competency.
  3. Build Smart Learning Paths: Create personalized L&D programs that bridge the gap between an employee's current skills and their target adjacent skills.
  4. Foster Internal Mobility: Proactively identify employees with high adjacency scores for open roles, creating a vibrant culture of internal growth.

Stop Guessing.
Start Strategizing.

Unlock the vast potential hibernating within your workforce by understanding the connections between skills. Data-driven upskilling isn't the future—it's the competitive edge you need today.

#HRAnalytics #SkillAdjacency #Upskilling #FutureOfWork #TalentManagement #HRTech #PeopleAnalytics

skill adjacency, strategic reskilling programs, data-driven upskilling, workforce agility, internal mobility strategy, talent development analytics, competency mapping, future-ready workforce, adjacent skills analysis, career pathing models, people analytics for skills, lower hiring costs, employee retention and development, Unlock workforce agility and future-proof your organization by harnessing the power of skill adjacency. This strategic approach to talent development recognizes that skills are interconnected, making it faster and more cost-effective to reskill employees by building on their existing competencies. Instead of starting from scratch, you can create data-driven learning paths that bridge the gap between a current skill and a related one, a crucial step after you build a competency framework for your organization. By analyzing these relationships, you can supercharge your L&D programs and foster a vibrant culture of growth, which is a key component of any successful internal mobility program. This method transforms talent management, allowing you to use people analytics to predict employee success in new roles and build a more resilient, adaptable team from within.

chi-square-test-for-training-impact , how-to-reduce-time-to-fill-using-data-driven-recruitment-strategies , unlocking-peak-performance-building-a-high-impact-performance-management-framework

Frequently Asked Questions

How is using "skill adjacency" different from traditional career pathing?

How is using "skill adjacency" different from traditional career pathing?

How is using "skill adjacency" different from traditional career pathing?

Where does the data to analyze these skill relationships actually come from?

Where does the data to analyze these skill relationships actually come from?

Where does the data to analyze these skill relationships actually come from?

Can you provide an example of skill adjacency for a non-technical role?

Can you provide an example of skill adjacency for a non-technical role?

Can you provide an example of skill adjacency for a non-technical role?

What's the best first step for a smaller company to use this concept without a dedicated analytics team?

What's the best first step for a smaller company to use this concept without a dedicated analytics team?

What's the best first step for a smaller company to use this concept without a dedicated analytics team?

Is the "Adjacency Score" a standard industry metric, or a concept we build ourselves?

Is the "Adjacency Score" a standard industry metric, or a concept we build ourselves?

Is the "Adjacency Score" a standard industry metric, or a concept we build ourselves?

How exactly does focusing on skill adjacency help with employee retention?

How exactly does focusing on skill adjacency help with employee retention?

How exactly does focusing on skill adjacency help with employee retention?

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