2026 TA Trends: An Executive Panel | Jan 27 at 1pm EST
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Build a Quality of Hire Model That Drives Action

TA is being held accountable for a metric the entire organization shapes. Inside the Recruiting Leadership Council, 130+ enterprise Heads of TA are building defensible QoH models together, sharing what’s working and what isn’t in real time.

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The Landscape

Three forces making quality of hire harder to operationalize

The metric arrived before the infrastructure

Business leadership is grading TA on quality of hire, whether or not the measurement model is ready. In Veris Insights’ most recent employer benchmark, 42% of TA teams ranked QoH among their top five success metrics, yet only 59% actively monitor it. The expectations often outpace the infrastructure.

No universal formula and many variables to choose from

There is no industry-standard definition of quality of hire. The available inputs range from retention and performance ratings to hiring manager sentiment and time to proficiency, each measuring something different at a different speed. Most teams stall at the same question: which combination is defensible enough for the executive conversation and usable enough for daily decisions?

Measurement efforts stall at the dashboard

Most QoH initiatives follow the same arc: a model gets built in isolation, a number gets reported nobody trusts, and the data never changes a sourcing decision or interview design. The gap between tracking a metric and connecting it to a decision point is where most teams stall. The focus now is connecting the output to a decision.

Practitioner Perspectives

Insights directly from your fellow Heads of Talent Acquisition

Quality of hire is one of the most actively discussed topics inside The Council. Member conversations consistently surface the same tensions: fractured ownership, lagging signals, biased proxies, and the persistent gap between collecting data and using it to change decisions.

Here’s what the current discourse amongst leaders looks like:

How are teams actually defining quality of hire when there's no industry standard?

Most Council Members have moved away from searching for a universal definition. The pattern gaining traction is a small composite model, typically combining two to three signals like retention, a performance proxy, and hiring manager rehire sentiment. The emphasis is on building something explainable and usable over something comprehensive. As one member framed it, the model needs to survive a CHRO conversation, not a peer-reviewed journal.

Who should own quality of hire — TA, HR, or the business?

This question surfaces the most tension. Council Members consistently describe QoH as an enterprise outcome that TA gets measured on. The teams making progress are formalizing shared accountability, bundling TA metrics with L&D and talent management signals so the operating review becomes diagnosis. The practical move: review cross-functional KPIs together before anyone drills into root cause.

What do you do when hiring manager satisfaction is your only available proxy?

The same problem keeps coming up: hiring manager satisfaction, deployed as a standalone measure, captures confidence in the decision, not evidence of quality. The most common fix is timing. Deliberately shifting survey touchpoints later and repeating them at intervals reduces early-stage bias and produces a more performance-informed signal without requiring a new measurement system.

How do you improve a metric when the feedback loop takes months or years?

Signal lag is one of the most common reasons QoH models lose organizational attention. Leading teams are addressing it by incorporating leading indicators (time to proficiency, interview and evaluation quality, quality of slate) so TA has something to act on while the lagging outcomes mature. The most sophisticated models pair both: lagging signals for the executive narrative, leading indicators for the operating decisions.
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YOUR PRESSING ISSUES, SOLVED

How can the Recruiting Leadership Council help?

Use case 1

Quality of hire requires cross-functional buy-in you haven’t built yet

A new hire’s success depends on onboarding, manager effectiveness, role clarity, and compensation, all of which sit outside TA. Moving QoH forward means bringing those stakeholders into the conversation: aligning with HR on onboarding standards, with Finance on comp positioning, and with hiring managers on role definition and ramp expectations. Through The Council, you see how other Heads of TA have structured those cross-functional relationships, formalized shared ownership, and positioned TA as the connective tissue in the quality conversation rather than the sole owner.

Use case 2

Your QoH data exists but doesn’t drive action

Your team tracks quality metrics, but the output sits in a dashboard that doesn’t change decisions. Through Council conversations, you learn how peers are connecting their models to decision points: slicing results by recruiter, hiring manager, and source to surface outliers, then building action loops that trigger coaching, interview redesign, or sourcing shifts. The metric starts driving behavior.

Use case 3

You need to build a QoH model from scratch and defend it to your CHRO

Your executive team is asking for a number, and your team hasn’t formalized a model yet. You use Council peer intelligence to see which composite approaches are holding up at comparable organizations, what variables they’re using, and how they’ve structured the readout for executive audiences. You walk into the conversation with a model informed by what 130+ Heads of TA are building and testing at their own organizations.

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YOUR NEW COMPETITIVE ADVANTAGE

Peer-sourced intelligence on quality of hire

Quality of hire is now an executive expectation. Most TA teams still can’t prove it. The right model largely depends on your data environment, role mix, and executive audience. The Council is where 130+ enterprise Heads of TA are working through the same build, sharing which variables they selected, how they structured the readout, and where their models hit limits.

  • A working view into what other enterprise TA teams are including in their QoH models, how they’re weighting the variables, and what readout formats are landing with executive audiences
  • Practitioner-tested approaches to shared accountability across TA, L&D, talent management, and hiring managers
  • Frameworks for connecting QoH measurement to upstream decisions in sourcing, interview design, and hiring criteria
  • Honest perspective on what’s fallen flat, including the failure modes that don’t show up in vendor case studies

Strategy Labs

Activation sessions to work through your QoH model design alongside peers, from variable selection and weighting to executive readout structure.

Industry Convenings

Peer discussions on how quality of hire is being operationalized across your industry: which models are holding up, where shared accountability has been formalized, and how executive expectations have shifted.

1:1 Connections

Direct access to Heads of TA who are working through the same QoH challenges, have tested different model designs, and can share what’s held up in their executive conversations.

Role Evolution Intel

A clear view into how leading TA teams are measuring quality: which variables they’re using, how they’re slicing results, and what actions the data is triggering.

Additional Resources

Explore Deeper on Quality of Hire

Blog
How Recruiting Leaders Are Rebuilding Quality of Hire

A practitioner-sourced breakdown of the composite models, slicing dimensions, and action loops that are turning QoH from a dashboard into an operating model.
Read ➞

Guide
7 Steps to Successfully Measuring Quality of Hire

Learn how to measure Quality of Hire as a means to improve retention, reduce costs, and align recruitment with organizational goals.
Learn More ➞

Blog
How Measuring Quality of Hire Drives Firm-Wide Success

Why measuring Quality of Hire improves retention, reduces hiring costs, and aligns recruitment strategies with organizational goals.
Read ➞

Start Building a QoH Model That Drives Decisions

The teams making progress on quality of hire aren’t building in isolation. They’re learning from peers who are working through the same model design, the same stakeholder conversations, and the same executive pressure. The Recruiting Leadership Council is where that work is happening.

Avoid costly missteps, and solve problems you cannot solve alone.
Get sharp, credible answers when high-stakes questions hit.
Develop deep, ongoing relationships with your peers who operate under the same constraints, scrutiny, and stakes.
Learn from peers who are actively building and scaling new approaches.