Ex-MBB Strategy Consultant - AI Training (Remote)

About the role

We are looking for experienced strategy consultants from top‑tier firms to help design and evaluate realistic consulting scenarios that will train advanced AI systems. This remote, project‑based role focuses on translating real‑world consulting engagements into structured learning environments for large language models.

Key responsibilities

• Create detailed project scenarios that reflect real engagement dynamics, including industry context, financials, constraints, and incomplete information.
• Design structured consulting tasks for AI agents, such as market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnosis, and benchmarking.
• Develop evaluation criteria, grading frameworks, and golden‑answer solutions to calibrate an LLM‑based grading system for AI outputs.

Required profile

• 3+ years of hands‑on consulting experience at McKinsey, BCG, Bain, Oliver Wyman, Roland Berger, Monitor Deloitte, EY‑Parthenon, Kearney, or Strategy& (PwC).
• Proven ability to structure ambiguous problems, build financial models or market analyses, synthesize findings, and produce client‑ready deliverables under time pressure.
• Experience presenting and defending recommendations in uncertain environments.

Required skills