Marketing ​/ Advertising ​/ PR, Marketing Management, Market Research

Marketing Expert — AI Agent EnvironmentsRemote | Independent Contractor | $124,800–$208,000 annualized ($60–$100/hour)About the RoleBring your hands‑on marketing expertise to the development and evaluation of next‑generation AI agents.We’re building high‑fidelity simulated work environments that allow AI agents to perform and be evaluated on realistic marketing work. These environments recreate the tools, data, documents, dashboards, personas, workflows, and real‑world problems that marketing teams encounter every day.As a Marketing Expert, you’ll help design, pressure‑test, and evaluate these environments . You’ll create realistic tasks based on work you have actually performed, define what excellent execution looks like, and assess whether AI agents can make sound marketing decisions when faced with messy data, competing priorities, and multi‑step workflows.We’re looking for practitioners with hands‑on experience in one or more areas of marketing. Deep expertise in a specific marketing discipline is valuable; you do not need to be an expert across every area.Marketing Areas of FocusWe’re particularly interested in practitioners with experience in:Marketing AnalyticsPaid Growth / Performance MarketingProduct MarketingContent MarketingSocial MediaCreator & Influencer MarketingPR & CommunicationsLifecycle / CRM MarketingMarketing OperationsBrand MarketingField Marketing / EventsWhat You’ll DoDesign 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.Capabilities You’ll EvaluateDepending on your area of expertise, tasks may involve:Diagnosing problems from messy, incomplete, or conflicting data.Synthesizing performance across multiple channels and data sources.Prioritizing initiatives and making marketing tradeoffs.Planning and executing multi‑step marketing workflows.Quality assurance and data reconciliation.Triage, escalation, and issue resolution.Marketing research and evaluation.Reporting and communicating insights that support business decisions.Coordinating work across multiple marketing tools and systems.Evaluating whether an AI agent has selected the right action based on available evidence.Example Areas of Work Marketing AnalyticsTasks may cover anomaly detection, channel‑performance analysis, cross‑source reconciliation, attribution and incrementality, and reporting that supports an actual business decision.Paid GrowthTasks may involve campaign performance diagnosis, budget allocation, funnel and pipeline analysis, lead recovery, account‑based marketing, and optimization of web or pricing journeys.Product MarketingTasks may include win/loss analysis, positioning, launch readiness and execution, product adoption analysis, competitive response, and enablement.Content MarketingTasks may cover research and discovery, editorial prioritization, content production, content quality…