October 09, 2025

The Tech Industry Runs on Data, But What About Its People?

In technology, data is everything.

It reveals new ways to improve code, strengthen product performance, and keep users engaged. Smart decisions are made based on data.

However, when it comes to who’s on your team—like your engineers, architects, and product managers—the metrics can be unclear. Hiring and promotion decisions often get made based on “gut feel” and “team fit,” without defining what those mean.

But tech organizations face a cost when they don't apply the same analytical rigor to HR decisions as they do to product or platform ones. Without using people data analytics, they’ll have higher turnover, lower engagement, and talent strategies that can’t keep up with growth.

Tech talent assessments can bring precision, clarity, and scale to talent decisions. “An assessment is a signal,” says Jerry Collier of Korn Ferry. “Have I got the capabilities? Have I got the skill fluency? Have I got the leadership capabilities to get my tech business to the next horizon?”

Scalable Assessments Built for the Tech Ecosystem

Tech teams are under pressure to deliver faster, innovate continuously, and stay ahead of the curve. But you can’t optimize what you don’t measure.

Scalable, science-backed assessments measure real capabilities such as problem-solving, leadership potential, and learning agility. These assessments can give you an objective, real-time view of what your people can do, not just what’s in their job description. When assessments are tailored for the tech industry, they reflect the true nature of engineering work—complexity, collaboration, agility, and constant change.

Here’s how it works:

  • Measure what matters: Evaluate critical technical and leadership capabilities like code fluency, cross-functional influence, and change-readiness.
  • Define success profiles: What does “great” look like in a senior engineer, DevOps lead, or cloud architect? With role-specific benchmarks, you can hire and grow talent with intention.
  • Scale without losing nuance: Whether you’re assessing 20 or 2,000 people, the data adapts so your insights stay personal, not generic.

This isn’t about replacing human judgment. It’s about giving your leaders the data to make better, faster, fairer decisions.

What People Data Matters Most in Tech?

It’s easy to assume that technical ability is the whole story, but the most innovative teams aren’t just skilled. They’re safe, in agreement, and always learning.

The best tech organizations focus on:

  • T-shaped talent: Are your people deeply immersed in their discipline, yet able to connect across silos?
  • Psychological safety: Do teams feel encouraged to share, challenge, and create without fear of rejection, criticism, or career risk?
  • Growth mindset: Are individuals open to feedback, fast to learn, and resilient in the face of change?

By embedding these markers into your assessment framework, you enable your people to grow and learn.

Detecting Opportunity & Risk in the Workforce

Without real-time people insights, tech leaders are making decisions in the dark, missing opportunities to retain, rotate, or reenergize their teams.

Assessments give you a sharper lens.

  • Spot the next wave of leaders. Identify rising stars early and invest in their development before competitors do.
  • Mitigate burnout risk. Understand who’s struggling before it shows up in productivity or attrition.
  • Balance the bench. Use data to create agile teams that can flex based on roadmap needs and availability.

When leaders understand their teams at a deeper level, they can act with greater empathy and impact to create retention plans that match how top performers operate in real-world settings.

From Insight to Impact: Assessments Are Just the Beginning

Talent assessments give you clarity on skills, potential, and readiness, but data alone isn’t the answer. To turn insight into impact, you need a workforce plan that connects your people strategy to business outcomes. “Start with business impact,” says Collier. “What is your business strategy, and what skills and capabilities do you need to get to that destination?”

When assessments are integrated into ongoing planning, they help shape a more agile, responsive organization, especially when paired with a clear workforce strategy.

  • Assessments reveal your starting point. They surface strengths, gaps, and hidden potential across your teams.
  • Workforce planning shows where to go next. It aligns your talent pipeline to the tech, products, and priorities driving your future.

Leading Forward: How to Get Started

You don’t need to overhaul everything at once. In fact, some of the most successful assessment strategies begin with one pilot team, typically in engineering or DevOps, then expand from there.

To start strong:

  • Choose a partner that understands tech. Generic tools miss nuance. You need tailored assessments built with deep industry insight and backed by behavioral science.
  • Set clear goals. Are you hiring for speed? Developing leaders? Retaining key talent? Let the outcomes drive the inputs.
  • Be transparent. The pilot will only work if your people trust the process. Let the pilot team know how assessments will be communicated and how results will be used.

Start with clarity. Expand with confidence. Let real insight shape your next move.

Leadership & Professional Development

Help your people exceed their potential, so they can unlock yours

Ready to Rethink How You Measure Talent?

If your product metrics determine your product strategy, it makes sense that your people metrics will determine your people strategy.

Scalable assessments help tech organizations gain actionable people insights. Let’s build a smarter way to grow your tech workforce. Reach out to Korn Ferry’s technology experts to explore assessment strategies tailored for engineering and digital organizations.