Evolving

Last Update: 3/13/2026

Your role’s AI Resilience Score is

47.3%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Compensation and Benefits Managers

They design and manage pay and benefits plans to ensure employees are fairly rewarded and motivated.

This role is evolving

The career of Compensation and Benefits Managers is labeled as "Evolving" because AI is increasingly used to handle routine tasks like data tracking and generating reports, which helps save time and reduce costs. However, important decisions about raises, promotions, and unique disputes still need the empathy and judgment that only humans can provide.

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Learn more about how you can thrive in this position

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Chat with Coach
Latest news
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This role is evolving

The career of Compensation and Benefits Managers is labeled as "Evolving" because AI is increasingly used to handle routine tasks like data tracking and generating reports, which helps save time and reduce costs. However, important decisions about raises, promotions, and unique disputes still need the empathy and judgment that only humans can provide.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Changing fast iconChanging fast

16.0%

16.0%

Microsoft's Working with AI

AI Applicability

Learn about this score
Evolving iconEvolving

54.9%

54.9%

Will Robots Take My Job

Automation Resilience

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Evolving iconEvolving

38.4%

38.4%

Althoff & Reichardt

Economic Growth

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Stable iconStable

80.7%

80.7%

Low Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

0.2%

Growth Percentile:

27.5%

Annual Openings:

1,500

Annual Openings Pct:

17.1%

Analysis of Current AI Resilience

Comp & Benefits Mgrs

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Some very routine tasks in compensation and benefits work are already handled by software and AI tools. For example, managers often use analytics programs to track hires, turnover, pay data and to help prepare budgets [1]. AI chatbots and HR systems can generate standard reports or answer common questions about policies. (One report noted Workday’s AI “Policy Agent” can instantly answer employees’ benefits questions, greatly reducing help-desk tickets [2].) Likewise, many HR teams today rely on AI tools to draft things like job descriptions or initial policy notices [3].

These tools make data-heavy tasks easier. However, experts emphasize that important decisions still need humans. Decisions about raises, promotions or unique disputes require empathy and judgment [3] [4].

For example, HR leaders warn AI can “hallucinate” and lacks the context of a human manager, so real people must check AI’s work on sensitive matters [3] [4]. In short, automation can help with the computations and paperwork, but the human manager handles the sensitive, nuanced parts.

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AI Adoption

AI in the real world

AI is spreading in HR but unevenly. On the plus side, many tools already exist: major HR platforms (like Workday, SAP SuccessFactors and ADP) now have built-in AI, and general AI like ChatGPT is widely used. Surveys report that a majority of managers use AI at work and most rely on it for tasks like writing job ads or screening candidates [3] [4].

In practice, AI can cut costs and save time by automating routine checks and queries (for instance, one platform cut 75% of routine HR work with AI [2]). But adoption faces hurdles. New software can be expensive and needs good data, and many managers admit they’ve had no formal AI training [4].

There are also legal and ethical limits: laws like Europe’s GDPR require human oversight if an automated system makes decisions about people [2]. In summary, companies are adopting AI to speed up data tasks, but they proceed carefully. Human skills – understanding people, solving hard problems, and ensuring fairness – will still be crucial even as AI handles more of the number-crunching [3] [2].

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More Career Info

Career: Compensation and Benefits Managers

Employment & Wage Data

Median Wage

$140,360

Jobs (2024)

20,900

Growth (2024-34)

+0.2%

Annual Openings

1,500

Education

Bachelor's degree

Experience

5 years or more

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

80% ResilienceSupplemental

Investigate and report on industrial accidents for insurance carriers.

2

75% ResilienceCore Task

Mediate between benefits providers and employees, such as by assisting in handling employees' benefits-related questions or taking suggestions.

3

75% ResilienceSupplemental

Conduct exit interviews to identify reasons for employee termination.

4

70% ResilienceCore Task

Plan, direct, supervise, and coordinate work activities of subordinates and staff relating to employment, compensation, labor relations, and employee relations.

5

70% ResilienceSupplemental

Plan and conduct new employee orientations to foster positive attitude toward organizational objectives.

6

65% ResilienceCore Task

Identify and implement benefits to increase the quality of life for employees, by working with brokers and researching benefits issues.

7

65% ResilienceCore Task

Prepare detailed job descriptions and classification systems and define job levels and families, in partnership with other managers.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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