Ex-MBB Strategy Consultant – AI Training (Remote)

About the role

This is a remote, project‑based position focused on designing realistic consulting scenarios that train advanced AI systems. You will work independently to translate real‑world strategy consulting engagements into structured learning environments for large language models.

Key responsibilities

• Build detailed consulting project environments, including industry context, financial data, constraints, and ambiguous inputs.
• Design discrete consulting tasks for AI agents such as market sizing, commercial due diligence, cost optimization, growth strategy, and operational diagnosis.
• Define evaluation criteria, grading rubrics, and golden‑answer solutions to calibrate an LLM‑based grading system.
• Collaborate with the AI and data generation teams to ensure scenarios are aligned with training objectives.

Required profile

• 3+ years of hands‑on consulting experience at a top‑tier strategy firm (McKinsey, BCG, Bain, Oliver Wyman, Roland Berger, Monitor Deloitte, EY‑Parthenon, Kearney, Strategy&).
• Proven ability to structure ambiguous client problems, build financial models or market analyses, and deliver client‑ready recommendations under tight deadlines.
• Comfort presenting and defending recommendations in uncertain environments.
• No deep technical background required; onboarding on lightweight tools will be provided.

Required skills

• Structured problem‑solving methodology.
• Financial modeling and market analysis.
• Experience creating client‑ready deliverables.