Job Description

This role offers a unique opportunity to influence the future of AI systems in generating executive-level business reports and strategic recommendations. As a consultant, you will leverage your management consulting experience to define excellence in business reporting, create high-quality reports addressing complex business questions, and evaluate AI-generated outputs. This position allows you to apply rigorous consulting methodologies to the development of next-generation AI systems that enhance business decision-making. Key Responsibilities

• Report Framework Development
  • Define standards for high-quality business reports and executive communications.
  • Establish best practices for argument structure, evidence hierarchy, storytelling, and recommendation development.
  • Create evaluation rubrics that distinguish exceptional, average, and poor-quality outputs.
• Report Writing
  • Analyze business questions generated by AI systems.
  • Synthesize multiple sources of information into clear, actionable recommendations.
  • Produce decision-ready reports comparable to strategy consulting deliverables presented to executive leadership.
• Session Scoring & Evaluation
  • Review AI-generated research and reporting workflows across various criteria, including:
  • Consistency of reasoning and recommendations.
  • Accuracy of analyses and conclusions.
  • Appropriateness of confidence assessments.
  • Quality of logical reasoning.
  • Executive readiness of final outputs.
  • Provide detailed feedback and scoring rationale.

• Must Have
  • 3+ years at a leading strategy consulting firm such as McKinsey, Bain, BCG, LEK, Oliver Wyman, Strategy&, Kearney, EY-Parthenon, or Roland Berger.
  • Experience producing executive-facing presentations and reports.
  • Strong analytical problem-solving and structured thinking skills.
  • Experience synthesizing qualitative and quantitative research into actionable recommendations.
  • Excellent written communication skills.
  • Availability to commit 40 hours during the first week and approximately 15 hours per week thereafter.
• Preferred
  • Experience in consumer packaged goods (CPG), healthcare/pharma, financial services, retail, or consumer sectors.
  • Experience presenting recommendations directly to senior executives.
  • Experience evaluating analytical work products or mentoring junior consultants.

• Engagement Length: 1 month initially, with potential for extension.
• Commitment: 40 hours during the first week (training, calibration, and framework development), followed by approximately 15 hours per week for the remainder of the engagement.

• Help shape how future AI systems perform strategic business analysis.
• Apply consulting expertise to cutting-edge AI evaluation work.
• Work alongside senior consultants, researchers, and industry leaders.

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