Article: The data dilemma in hiring: Why ‘quality’ is key to smarter talent decisions

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The data dilemma in hiring: Why ‘quality’ is key to smarter talent decisions

Duplicate profiles, chasing candidates for missing information, and relying on databases that no longer reflect the current information are all very frustrating inefficiencies. Here’s how companies can plan to do better.
The data dilemma in hiring: Why ‘quality’ is key to smarter talent decisions

Hiring great talent has always been central to business success, but for today’s HR leaders, the stakes have never been higher. As companies navigate rapid digital transformation, shifting workforce expectations, and widening skills gaps, recruitment has evolved into more than a function—it’s a strategic differentiator.

And yet, a persistent challenge continues to hold many organisations back: the quality of data informing recruitment decisions.

According to a Gartner report, 70% of organisations plan to adopt modern data quality solutions to better support AI initiatives, recruitment and broader digital transformation by 2027. That goal may be within reach for large enterprises. But for mid-market and enterprise HR decision-makers tasked with building high-performing teams at scale, the limitations of outdated, incomplete, or inaccurate candidate data are all too familiar. Incomplete CVs, outdated job histories, and unverifiable skill claims aren’t just administrative hurdles—they present real risks to efficiency, productivity, and long-term workforce planning.

The real question isn’t whether your hiring tools are digital. It’s whether they are built on data you can trust.

Why data quality matters now more than ever

As hiring becomes more complex, high-quality data has become the bedrock of effective recruitment strategies. Yet while the volume of talent data has grown exponentially, its accuracy and relevance often fall behind.

Recruiters and HR teams frequently report spending valuable time filtering through duplicate profiles, chasing candidates for missing information, or relying on databases that no longer reflect the current talent landscape. These inefficiencies are more than frustrating—they drive up time-to-hire, increase recruitment costs, and degrade the candidate experience.

At the scale of mid-sized and enterprise organisations, these issues become a critical business challenge.

Now, with platforms like LinkedIn Talent Solutions, which deliver real-time updates across more than five crore verified professional profiles, this data quality gap can be closed. These living datasets evolve with the talent pool, updating as individuals change roles, develop new skills, or shift career trajectories. They offer something few systems can: recruitment intelligence i.e. both comprehensive and current.

Smarter hiring through verified, real-time data

When recruiters have access to accurate, up-to-date profiles, they make better decisions faster. Consider LinkedIn Talent Solutions, where over eight million job seekers in India engage every week. The conversation that happens among the connections helps feed the real-time insights of the talent market to the hiring process. 

This live data doesn’t just remove guesswork—it empowers talent acquisition teams to:

  • Identify relevant candidates more quickly
  • Reduce sourcing time and manual screening
  • Tailor outreach with greater precision
  • Build pipelines aligned with future skill needs

At scale, these capabilities lead to more effective recruitment processes and stronger outcomes for the business.

With LinkedIn, the quality of candidate profiles we receive has improved, the hit ratio has increased, the selection has increased, which has resulted in our recruiters spending less time on searching and allowing us to invest in other aspects of hiring. So that way the quality has improved.” — Sandesh Kumar, Global Talent Head, Wipro

From credentials to capabilities: The skills-first advantage

One of the most significant shifts in recruitment strategy today is the transition from experience-based to skills-based hiring. As automation, AI, and evolving business models disrupt traditional roles, the ability to assess verified, up-to-date capabilities is fast becoming a competitive edge.

Candidates who complete certified training, engage with professional learning platforms, or receive peer endorsements are no longer just names in a database—they are validated, high-potential talent.

For organisations rethinking workforce structure or planning future capability needs, access to real-time skill insights enables more agile and future-ready hiring strategies.

A platform that connects careers and workforces

Modern recruitment is no longer a transactional process—it’s about building relationships. Today, a talent acquisition platform needs to facilitate seamless connections between job seekers and recruiters, enabling not only placements but also long-term engagement.

This is especially crucial when professionals expect greater mobility, internal progression, and transparency around development. When HR leaders have a clear view of both external and internal talent, powered by high-quality, real-time data, they can match people not only to jobs but to growth opportunities that support retention.

At the organisational level, this supports better workforce planning, stronger succession pipelines, and more adaptable talent models.

Strategic hiring driven by data insights

The role of HR decision-makers is evolving. Today, you’re not just expected to fill roles efficiently—you’re responsible for aligning talent strategy with business performance. And that alignment depends on data that tells a meaningful story.

Access to real-time labour market intelligence, benchmarking tools, and talent analytics helps inform strategic decisions across:

  • Compensation planning
  • Workforce location strategy
  • Diversity goals
  • Emerging skills demand

Whether expanding into a new market, launching a product, or navigating change, trusted and quality data is the connective tissue between business objectives and hiring strategies.

The future of hiring is clear, connected, and data-driven

HR leaders today sit at the intersection of people and performance. Your ability to build the right teams, at the right time, will determine how your organisation grows, competes, and adapts in the years to come.

In this context, data quality is no longer a technical detail, it’s what drives the business forward. With it, recruitment becomes a catalyst for business success, enabling better workforce planning, stronger matches, and confident, future-ready decision-making.

Data quality has moved to the front lines of business. And as the hiring landscape becomes more skills-first and intelligence-led, HR leaders need solutions that don’t just digitise hiring, but elevate it.

Explore how LinkedIn Talent Solutions can help your organisation hire smarter, faster, and with greater confidence—powered by data you can trust.

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Topics: Talent Management, Strategic HR, #Hiring, #HRCommunity

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