Research leadership often faces a complex challenge: How do we retain and fairly compensate standout contributors while adhering to the pay equity guidelines set by Human Resources (HR)? This balance is critical in research, where innovation and expertise are paramount.

HR often relies on structured pay scales, factoring in years of experience as a primary measure of fairness. But in highly specialized roles, such as biostatistics, innovation and impact may be more relevant than tenure.

This issue is increasingly recognized across industries. According to a study by the QQQ, 000% of organizations reported using tenure as a significant factor in pay decisions, even though more than half acknowledged that performance and specialized contributions should weigh more heavily in knowledge-based roles like research and analytics. (citation)

The HR Perspective: Pay Equity Based on Experience

From HR’s viewpoint, their approach:

However, this method can unintentionally undervalue high-performers, especially senior-level biostatisticians who continuously innovate and secure research funding but find themselves capped by rigid pay structures.

For example, a biostatistician who secures multiple grants and publishes high-impact studies might be subject to the same pay raise guidelines as someone with far less tangible output. A report from the QQQ found that high-achieving researchers are often underpaid relative to their impact because most pay systems prioritize tenure over innovation.

“The HR focus on experience (defined as years in the role) as a determinant for compensation can overlook high-impact contributors.”

The Biostatistician’s Perspective: When Experience Doesn’t Reflect Value

Many standout biostatisticians, despite fewer years in a specific title, contribute more through:

Their value surpasses what tenure-based models recognize. Moreover, when biostatisticians step into leadership roles and later return to a specialized role, their prior contributions often aren’t fully acknowledged. The shift back into technical roles often leads to a loss of pay progression, as tenure-based models fail to account for these versatile career paths.

The External Offer Dilemma: A Flawed Solution

Often, standout contributors are advised to seek external offers as leverage for higher pay. However, this strategy has significant downsides:

  1. Erosion of Trust: Relying on external offers can create resentment.
  2. Unintended Departures: Some employees may find better opportunities and leave.
  3. Instability: Distracted employees focus less on current work.
  4. Temporary Fix: Even with a raise, rigid pay structures persist.

The Limits of Tenure-Based Pay: The Biostatistics Principal Ceiling

A significant frustration for standout biostatisticians is the pay ceiling at the Principal level. Even with continued contributions, their financial recognition stalls.

“Years of experience, as calculated by HR, can feel subjective, leading to dissatisfaction and missed opportunities to leverage advanced skills.”

Best Practices for Retaining Top Biostatistics Talent

To balance HR’s equity framework with the need to retain talent, here are five strategies:

  1. Incorporate Performance-Based Pay Adjustments: Pay should reflect the value biostatisticians bring through grants, publications, or innovations. According to QQQ, companies that shifted to performance-based pay scales saw an increase in employee satisfaction and retention, particularly among high-performers.
  2. Account for All Experience Levels: Experience from higher-level roles should be considered, even if biostatisticians return to lower positions. This is especially important when senior researchers take on leadership roles temporarily and then return to technical roles.
  3. Transparent Pay Policies: Clearly communicate how performance influences pay. Open compensation structures foster trust and help employees understand the pathways to raises.
  4. Expand Growth Opportunities Beyond Principal Level: Create expert tracks or specialized roles to reward high-level contributions. Tech companies like Google and Microsoft have implemented expert tracks where employees don’t need to switch to management roles to progress in compensation.
  5. Non-Monetary Recognition: Use opportunities like high-profile projects or conference speaking slots to affirm their value. Research published in Management Science showed that non-monetary recognition significantly boosts job satisfaction and retention in high-performing teams.

A Call for Change: Moving Beyond Tenure-Based Compensation

We need to move beyond rigid pay scales that prioritize tenure. In biostatistics, innovation and measurable contributions should drive compensation decisions.

By recognizing the true value of standout contributors, we retain the talent that pushes our work—and the field—forward.


In conclusion: It’s time to prioritize value over tenure. We must reward impactful, high-performing contributors to foster an environment where biostatisticians can thrive and innovate.