Strategy Consultant - AI Training & Evaluation (MBB & Top‑Tier Firms)

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 genuine management‑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‑style tasks for AI agents such as market sizing, commercial due diligence, cost optimisation, growth strategy, operational diagnosis, and benchmarking.
• Define evaluation criteria, grading rubrics, and golden‑answer solutions to calibrate an LLM‑based grading system that assesses AI outputs at scale.

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 work plans.
• Experience building financial models, market analyses, and synthesising messy inputs into client‑ready deliverables.
• Comfort presenting and defending recommendations under uncertainty and tight deadlines.

Required skills