Remote AI Marketing Expert: Real-World Environments

Marketing Expert — AI Agent Environments; United States; Remote; USD 125,000 - 208,000; Part time

Benefits offered by this job

Fully remote

Job summary

Marketing Expert — AI Agent Environments pursues remote, independent contractor work, inviting hands-on marketers to design realistic tasks and evaluate AI agents across marketing disciplines. You will define success criteria, assemble required documents and datasets, and provide actionable feedback grounded in real-world practice.

We value deep expertise in marketing disciplines, with a focus on delivering rigorous evaluation frameworks, outcome-driven analysis, and clear, evidence-based

Qualifications

• Hands-on professional experience in one or more marketing disciplines.
• Strong practical understanding of your area of specialization.
• Ability to make sound decisions using real-world marketing data, context, constraints, and business objectives.
• Strong analytical and critical-thinking skills.
• Excellent written communication and the ability to clearly explain why a marketing decision is right or wrong.
• Strong attention to detail and consistency when evaluating AI-generated work.
• Ability to distinguish between an answer that sounds plausible and one that is actually supported by evidence and professional best practices.

Responsibilities

• Design realistic task briefs based on marketing work you have personally performed.
• Define what each task is actually testing, including the underlying problem, decision point, tradeoff, or judgment call.
• Specify the documents, dashboards, personas, datasets, workflows, and tool states required to create a realistic marketing environment.
• Develop or review reference answers that demonstrate what a strong practitioner should do.
• Create clear evaluation criteria that distinguish strong, correct responses from plausible but incorrect approaches.
• Review AI agent attempts and evaluate their performance against professional marketing standards.
• Identify weaknesses in AI reasoning, execution, prioritization, research, reporting, and decision-making.
• Provide clear, evidence-based written feedback explaining why an approach is correct, incorrect, incomplete, or suboptimal.
• Help refine tasks, rubrics, and evaluation frameworks to improve the quality of AI training environments.

Skills

Marketing Analytics

Paid Growth

Product Marketing

Content Marketing

Social Media

Creator & Influencer Marketing

PR & Communications

Lifecycle / CRM Marketing

Marketing Operations

Brand Marketing

Field Marketing

Tools

Google Analytics 4

Amplitude

Salesforce

Google Ads

Meta Ads

Marketing automation/ESP

Contentful

Semrush

Sprout Social

Asana/Linear

Zendesk/Intercom

Job description

Marketing Expert — AI Agent Environments pursues remote, independent contractor work, inviting hands-on marketers to design realistic tasks and evaluate AI agents across marketing disciplines. You will define success criteria, assemble required documents and datasets, and provide actionable feedback grounded in real-world practice.

We value deep expertise in marketing disciplines, with a focus on delivering rigorous evaluation frameworks, outcome-driven analysis, and clear, evidence-based