Design task briefs from real marketing analytics work, identifying planted issues and decisions for solid practitioners. Specify necessary documents, dashboards, personas, and tool states for realistic task execution. Write or review reference answers and criteria distinguishing solid responses from plausible-but-wrong ones. Review AI agent attempts and judge them against established standards. Evaluate AI-generated content in
Marketing Analytics
to improve model outputs and decision-making. Collaborate with
subject matter experts
to ensure consistency and coverage across datasets. Qualifications
Must-Have
Hands-on practitioner experience in marketing analytics. Fluent in
Google Analytics 4 , a product analytics tool like
Amplitude , a CRM like
Salesforce , and ad platform reporting. Explicit written reasoning. Preferred
Experience building AI training environments, RL environments, or simulated case studies. Rubric Academy
or
Rubric Bootcamp
certification. Screening
Applicants complete a short multiple-choice knowledge screener specific to this sub-domain before review.