Ex-MBB Strategy Consultant – AI Training (Remote)

About the role

Join a growing team of former top‑tier strategy consultants who are shaping how advanced AI systems learn high‑level business reasoning. This is a remote, project‑based individual contributor role focused on designing realistic consulting scenarios and evaluation frameworks for AI training.

Key responsibilities

• Build realistic consulting project environments, creating detailed scenarios that reflect real engagement dynamics, industry context, financials, constraints, and incomplete information.
• Design structured consulting tasks for AI agents, breaking projects into discrete activities such as market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnosis, and benchmarking.
• Define evaluation criteria and quality standards, developing grading frameworks, rubrics, and golden‑answer solutions used to train and calibrate an LLM‑based grading system.

Required profile

• 3+ years of hands‑on consulting experience at McKinsey, BCG, Bain, Oliver Wyman, Roland Berger, Monitor Deloitte, EY‑Parthenon, Kearney, or Strategy&.
• Proven ability to structure ambiguous client problems into analytical plans.
• Experience building financial models, market analyses, or synthesising findings from messy inputs.
• Track record of delivering client‑ready deliverables under time pressure and defending recommendations under uncertainty.

Required skills