Early Careers Workforce Planning: Why Influence Matters More Than Forecasting

An unexpected intern requisition lands on your desk weeks after workforce planning was supposed to be finalized.

Unfortunately, this is all too common an experience, one that most University Recruiting (UR) teams recognize in some capacity, and one that reflects a broader reality: Early Careers workforce planning often feels impossible to get right.

As one UR leader put it:

“Planning 6 months ahead […] is challenging. Asking for a year and a half of planning is like asking to go to Mars and back!”

And the data backs up the frustration. In our 2025 benchmarking study of 150+ UR teams:

• 68% struggle to align fiscal planning with Early Careers timelines
• 66% report challenges accurately forecasting headcount
• 53% struggle to align intern and entry-level hiring with business needs
• 48% cite late requisitions as a major issue

 

Not a single leader we spoke to said they felt fully confident in their workforce planning process.

After spending the past year studying this issue in depth, one conclusion became clear: The biggest workforce planning challenges in Early Careers are not just forecasting problems; they are influence problems.

The teams making the most progress with their workforce planning are not necessarily the ones with the most mathematically sophisticated models. They are the ones creating stronger alignment across stakeholders, building clearer governance, and positioning Early Careers as a strategic workforce lever rather than a reactive hiring function.

Here are four major shifts defining how leading teams are approaching workforce planning today.

1. Workforce Planning Is Becoming a Strategic Imperative

For many Early Careers leaders, workforce planning has become one of the clearest ways to demonstrate strategic business value.

As AI reshapes questions around entry-level talent demand and economic volatility makes hiring needs harder to predict, UR teams are under increasing pressure to prove the ROI and long-term impact of their programs.

That pressure is changing how workforce planning is viewed internally.

Teams that can connect intern hiring, conversion strategy, and workforce demand planning are better positioned to:

• quantify business impact
• reduce talent risk
• improve hiring predictability
• demonstrate how Early Careers programs support broader workforce priorities

 

Perhaps it’s no surprise, then, that improving workforce and headcount planning rose to the #2 strategic priority for UR leaders in 2026 — up from #5 the previous year, second only to demonstrating ROI and business impact.

2. The Real Challenge Is Organizational Influence

One of the biggest misconceptions about workforce planning is that better forecasting alone solves the problem.

In practice, many workforce planning breakdowns happen long before forecasting begins, when stakeholders are misaligned on the role Early Careers should play in the business.

According to Veris Insights benchmarking data, only 24% of UR teams fully own the workforce planning process. For the remaining three-fourths, workforce planning requires navigating priorities across HR, TA, Finance, HRBPs, and business leaders, many of whom operate on different timelines, incentives, and assumptions.

And not all stakeholders view Early Careers through the same lens. Some leaders see interns as a long-term talent pipeline. Others still see them primarily as short-term support.

That distinction matters because it shapes everything downstream:

• when hiring decisions get made
• whether conversion hiring is prioritized
• how much forecasting visibility UR receives
• whether Early Careers gets included in strategic workforce discussions early enough to influence outcomes

 

As a result, leading teams are spending as much time building organizational influence as they are refining forecasting models.

As Emily Falstewart, Veris Insights’ Head of University Recruiting Syndicated Research, explains below:

The strongest teams recognize that workforce planning maturity is ultimately tied to stakeholder alignment. Without that foundation, even highly sophisticated forecasting processes remain reactive.

3. A Clearly Defined Action Plan Matters More Than Ownership

The difference between reactive and strategic workforce planning often comes down to having a clear, explicit action plan for arriving at workforce planning decisions.

In many organizations, workforce planning responsibilities are loosely defined:

• Finance owns budget assumptions
• Business leaders determine hiring demand
• HRBPs influence approvals
• TA manages execution
• UR is expected to operationalize outcomes

 

But the process itself is often informal, inconsistent, or heavily dependent on relationships.

That ambiguity creates predictable problems:

• late requisitions
• unclear accountability
• inconsistent conversion planning
• limited visibility into workforce changes upstream

 

The most effective teams reduce that ambiguity by making the process explicit. Even without full ownership of workforce planning, they establish structure around who is involved, what each stakeholder owns, when decisions happen, how escalations are handled, and where UR should be included in the process. In practice, that often means formalizing recurring planning touchpoints while creating clearer stakeholder accountability. It also involves establishing earlier intake timelines and shared planning trackers so everyone stays aligned and workforce risks can be identified earlier in the planning cycle.

The goal is not complete control, or even ownership. It’s to keep the hiring process running smoothly by addressing issues early.

🔒Member Exclusive: RACI Matrix for Stakeholder Alignment

4. Better Forecasts Start with Better Assumptions

Once alignment and governance improve, forecasting itself becomes significantly more effective.

But even then, the goal is not precision. It is building forecasts that are directionally accurate, defensible, and flexible enough to evolve as conditions change.

The strongest teams typically start with projected full-time hiring demand and work backward into intern hiring targets using assumptions like:

• conversion rates
• offer acceptance rates
• intern eligibility rates
• Reneges
• contingency buffers

 

Use our headcount forecasting calculator as a starting point →

This is where forecasting complexity compounds quickly.

For example, if only 80% of interns are eligible for return offers, hiring targets may need to increase substantially to meet full-time conversion goals. Small assumption changes can materially impact hiring outcomes.

Forecasting tools and scenario models can help, but their effectiveness ultimately depends on the quality and transparency of the assumptions behind them.

Here, our webinar presenters breaks down how to build a more adaptable, data-driven forecasting model:

The most mature organizations increasingly treat forecasting as a dynamic planning capability rather than a static annual exercise.

Moving From Reactive to Strategic Planning

Early Careers workforce planning will probably never become simple.

It is inherently cross-functional, assumption-heavy, and increasingly shaped by external volatility.

But leading teams are changing how they approach the challenge.

They are:

• treating workforce planning as a strategic business priority
• investing in stakeholder influence, not just forecasting models
• building governance structure even without full ownership
• grounding decisions in transparent assumptions rather than static projections

 

The result is a shift away from reactive execution and toward a more resilient, strategic planning model.

And increasingly, that shift is redefining the role Early Careers teams play within the business itself:from recruiting operators to strategic workforce advisors.

Watch the full webinar and explore supporting workforce planning resources →