Last Update: 11/21/2025
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
What does this resilience result mean?
These roles are undergoing rapid transformation. Entry-level tasks may be automated, and career paths may look different in the near future.
AI Resilience Report for
They help customers by answering questions, solving problems, and providing information about products or services to ensure a positive experience.
Summary
Customer Service Representative roles are labeled as "Changing fast" because many routine tasks, like answering common questions and logging call details, are increasingly being automated by AI tools like chatbots and voice-response systems. These technologies can handle simple inquiries 24/7, which reduces the need for human intervention in those cases.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
Summary
Customer Service Representative roles are labeled as "Changing fast" because many routine tasks, like answering common questions and logging call details, are increasingly being automated by AI tools like chatbots and voice-response systems. These technologies can handle simple inquiries 24/7, which reduces the need for human intervention in those cases.
Read full analysisContributing Sources
AI Resilience
All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.
CareerVillage.org's AI Resilience Analysis
AI Task Resilience
Microsoft's Working with AI
AI Applicability
Anthropic's Economic Index
AI Resilience
Will Robots Take My Job
Automation Resilience
Medium Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Customer Service Reps
Updated Quarterly • Last Update: 11/22/2025

State of Automation & Augmentation
Today many routine CSR tasks are already being automated or aided by AI. For example, chatbots on websites or AI phone systems can answer common questions 24/7 [1]. Modern voice-response tools even ask for your account details and route your call before a person ever speaks to you [1].
Studies report that one AI system was able to divert about 60% of a million calls into self-service menus [1]. Meanwhile, computer software automatically logs most of the call or chat details (so agents don’t have to write everything down by hand) [2]. At the same time, researchers note that truly complex or emotional tasks – like resolving a tough complaint or calming an upset customer – still need a human touch [3] [4].
In practice, AI today mostly augments customer service reps by handling basic questions or suggesting answers, while the person deals with anything complicated [4] [1].

AI Adoption
Companies are adopting AI for customer service for both practical and economic reasons. Modern AI tools are widely available, and customers (especially younger ones) now expect instant answers; hiring enough people to do that 24/7 “isn’t a viable option,” notes McKinsey [4]. In fact, one industry report expects spending on AI for call centers to jump by about 24% in 2024 [1].
AI can boost efficiency and open up new cross-selling opportunities [4]. On the other hand, adopting AI takes investment and care. Companies must pay for or build the software and integrate it with existing systems, and strict rules around privacy or fairness can slow things down.
Many customers also still trust humans more for sensitive issues. Overall, experts expect AI to complement customer service workers – making them more productive – rather than fully replace them [3] [4].

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Median Wage
$42,830
Jobs (2024)
2,814,000
Growth (2024-34)
-5.5%
Annual Openings
341,700
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Check to ensure that appropriate changes were made to resolve customers' problems.
Confer with customers by telephone or in person to provide information about products or services, take or enter orders, cancel accounts, or obtain details of complaints.
Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.
Review claims adjustments with dealers, examining parts claimed to be defective, and approving or disapproving dealers' claims.
Order tests that could determine the causes of product malfunctions.
Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.
Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.
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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