Strategy Consultant – AI Training & Evaluation (Freelance, Remote)

About the role

We are looking for experienced strategy consultants to help shape AI training environments. This remote, freelance position involves translating real‑world consulting engagements into structured learning scenarios for advanced AI systems.

Key responsibilities

• Build realistic consulting project environments, 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.
• Define evaluation criteria and quality standards, creating grading frameworks, rubrics, and golden‑answer solutions for each task.
• Collaborate with the AI team to integrate these scenarios into a LLM‑based grading system that evaluates AI outputs at scale.

Required profile

• 3+ years of hands‑on project experience at a top‑tier strategy consulting firm (McKinsey, BCG, Bain, Oliver Wyman, Roland Berger, Monitor Deloitte, EY‑Parthenon, Kearney, 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 recommendations under time pressure and uncertainty.

Required skills