Ex-MBB Strategy Consultant – AI Training (Remote)

About the role

We are looking for former consultants from top‑tier strategy firms to help shape AI training data by turning real consulting engagements into structured learning environments. The role is remote and project‑based, focusing on designing realistic consulting scenarios for advanced language models.

Key responsibilities

• Create detailed, industry‑specific consulting project scenarios that include financials, constraints, conflicting inputs and incomplete information.
• Design discrete consulting tasks for AI agents such as market sizing, commercial due diligence, cost optimisation, growth strategy, operational diagnosis and benchmarking.
• Develop evaluation rubrics, grading frameworks and golden‑answer solutions 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 problems, build financial models or market analyses, deliver client‑ready outputs under tight deadlines and defend recommendations under uncertainty.
• No deep technical background required; you will be onboarded on lightweight tools.

Required skills