Join a growing community of professionals advancing the next wave of AI. As an AI Trainer, you’ll play a hands-on role by analyzing and providing feedback on data to improve LLM performance, helping ensure that the next generation of AI technology is accurate and trustworthy.

We are seeking a skilled Insurance Agent to work as a project consultant in our AI Labor Marketplace. This is not a full-time employment position — you will be engaged as an expert project consultant on a contract basis.

Location: U.S.-based experts only

Engagement: Part-time, project-based expert evaluation work

Work Type: Remote

CareerBench evaluates how effectively AI systems provide career guidance across professional occupations. We are seeking experienced Insurance Agents to evaluate AI-generated career guidance related to insurance sales, agency development, licensing requirements, client relationship management, specialization opportunities, and long-term advancement within the insurance industry. Contributors will assess whether AI-generated recommendations accurately reflect professional realities and career pathways in insurance.

This is a project-based consultant role. Consultants will be paid on a per-project basis; hourly rates are estimates based on anticipated completion time. Consultants control their own schedule, provide their own tools, and may simultaneously provide services to other vendors/employers (subject to those vendors’ allowances).

Contributors will:

• Create benchmark answers for insurance career-related questions
• Develop profession-specific evaluation rubrics
• Assess AI-generated guidance concerning insurance licensing and professional development
• Review recommendations involving agency growth, client acquisition, and retention
• Evaluate advice related to specialization in life, health, property, casualty, or commercial insurance
• Identify inaccurate or impractical career recommendations
• Provide written rationale supporting evaluation decisions

• Accurate benchmark responses reflecting insurance industry practices
• Consistent evaluation frameworks for insurance career guidance
• Reliable scoring of AI-generated responses
• Identification of licensing, compliance, and career-development inaccuracies
• High-quality expert feedback supporting model improvement

• Minimum 3 years of professional insurance experience
• Active insurance license strongly preferred
• Experience in sales, servicing, underwriting support, or agency operations
• Familiarity with insurance career progression and licensing pathways
• Strong written communication and analytical skills
• Ability to evaluate professional guidance objectively
• U.S.-based

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