Customer Service Representative Expert

Appsierra Group; United States; On-site; USD 67,000 - 144,000; Full time

Job summary

Appsierra Group is seeking an experienced Customer Service Representative Expert to develop and evaluate realistic customer service scenarios used to train AI systems. The role is remote and contract-based, offering flexible, asynchronous work.

You will create scenarios around conflict resolution, troubleshooting, empathy, policy interpretation, and multichannel service delivery, then assess AI responses for accuracy and tone, providing detailed feedback to improve customer experience.

Qualifications

• Proven professional experience as a Customer Service Representative or in a comparable support role.
• Strong understanding of customer support operations and service best practices.
• Ability to handle complex customer interactions and problem-solving situations.

Responsibilities

• Develop realistic customer service questions, case studies, and interaction scenarios.
• Create challenges covering conflict resolution, troubleshooting, complaint handling, and empathy.
• Evaluate AI-generated responses for accuracy, usefulness, tone, and practicality.
• Assess whether responses address customer needs while following policies and standards.
• Provide detailed feedback explaining why a response is effective or needs improvement.

Skills

Customer service experience

Analytical thinking

Written and verbal communication

Empathy and de-escalation

Problem-solving

Education

High school diploma or equivalent

Associate or bachelor’s degree preferred

Tools

CRM systems

AI-assisted support platforms

Job description

Customer Service Representative Expert

Contract · Remote

Annual Compensation Equivalent: $67,200–$144,000/year
Hourly Rate: $35–$75/hr

The annual compensation equivalent is calculated at 40 hours/week across 48 workable weeks/year and represents a full-time equivalent, not guaranteed earnings. Actual earnings depend on the amount of work undertaken.

About the Role

We’re looking for experienced Customer Service Representatives and customer support professionals to create and evaluate realistic customer service scenarios used to train and assess AI systems.

You’ll apply practical customer support experience to scenarios involving customer interactions, complaint resolution, troubleshooting, policy interpretation, communication, empathy, de-escalation, and service delivery.

The work involves creating realistic questions and case studies, evaluating AI-generated responses, and providing detailed feedback on whether those responses demonstrate effective, accurate, and practical customer service judgment.

What You’ll Do

• Develop realistic customer service questions, case studies, and customer interaction scenarios.

• Create challenges covering areas such as:

  • Conflict resolution

  • Product and service troubleshooting

  • Complaint handling

  • Customer communication

  • Empathy and de-escalation

  • Policy interpretation

  • Omnichannel customer support

  • Service delivery and issue resolution

• Evaluate AI-generated customer service responses for accuracy, usefulness, tone, and practicality.

• Assess whether responses appropriately address customer needs while following applicable service policies and standards.

• Identify poor recommendations, communication gaps, escalation issues, and responses that could negatively affect the customer experience.

• Provide detailed feedback explaining why a response is effective or where it needs improvement.

• Collaborate with customer service and technical specialists to refine scenario difficulty and evaluation criteria.

What We’re Looking For

• High school diploma or equivalent.

• Associate or bachelor’s degree is preferred.

• Proven professional experience as a Customer Service Representative or in a comparable customer support role.

• Strong understanding of customer support operations and service best practices.

• Ability to handle complex customer interactions and problem-solving situations.

• Strong analytical and critical-thinking skills.

• Excellent written and verbal communication.

• Strong attention to detail.

• Ability to evaluate customer interactions objectively and provide clear reasoning.

Preferred Experience

• Several years of customer service experience across different industries or customer support environments.

• Experience supporting customers through multiple channels, including:

  • Phone

  • Email

  • Live chat

  • Social media

  • In-person support

• Customer service training experience.

• Quality assurance or customer experience experience.

• CRM systems and customer support platforms.

• Escalation management.

• Customer retention and service recovery strategies.

• Familiarity with AI or technology-driven customer service applications.

Engagement & Compensation

• Fully remote

• Independent contractor engagement

• Flexible, asynchronous work

• Hourly compensation of $35–$75/hr

• Choose when and how much you work based on your availability

The annual compensation figure is a full-time equivalent based on 40 hours per week and 48 workable weeks per year. It is provided for comparison purposes and is not a guaranteed annual salary.

Your customer service expertise will help evaluate whether AI systems can handle realistic customer interactions with accuracy, empathy, sound judgment, and effective problem-solving.