Strategy Consultant (Ex-MBB) for AI Training – Remote

About the role

We are building a Management Consulting domain that translates real-world consulting engagements into structured learning environments for advanced AI systems. As a former consultant from a top‑tier strategy firm, you will design realistic project scenarios and tasks that teach AI models high‑level business reasoning.

Key responsibilities

• Create detailed consulting project environments, including industry context, financials, constraints, and ambiguous inputs.
• Design 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.
• Collaborate with AI engineers and data scientists to ensure the tasks align with model training pipelines.

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 and deliver client‑ready recommendations under tight deadlines.
• Experience building financial models, market analyses, or synthesising messy data into clear insights.
• Comfort presenting and defending recommendations in uncertain environments.

Required skills

What we offer

• Fully remote, project‑based role with flexible scheduling.
• Opportunity to shape how next‑generation AI systems learn high‑level business reasoning.
• Collaboration with leading AI and data‑generation experts.