Ex-MBB Strategy Consultant – AI Training (Remote)

About the role

We are looking for experienced strategy consultants from top‑tier firms to help shape AI training environments. You will translate real consulting engagements into structured, domain‑specific tasks that teach large language models how to reason like senior advisors.

Key responsibilities

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

Required profile

• 3+ years of hands‑on project 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, and synthesising messy inputs into client‑ready deliverables.
• Comfort delivering and defending recommendations under time pressure and uncertainty.

Required skills

What we offer

• Fully remote work arrangement.
• Project‑based contract with flexibility to focus on analytical design.
• Opportunity to influence how next‑generation AI systems learn high‑level business reasoning.