Ex-MBB Strategy Consultant – AI Training (Remote)

About the role

Join Toloka AI’s Mindrift team to shape how advanced AI systems learn high‑level business reasoning. As an ex‑MBB strategy consultant you will translate real consulting engagements into structured learning environments for AI agents, working remotely on a project‑based basis.

Key responsibilities

• Create realistic consulting project scenarios that reflect industry context, financial data, constraints, and ambiguous inputs.
• Design discrete, structured consulting tasks for AI agents, such as market sizing, commercial due diligence, cost optimization, growth strategy, and operational diagnosis.
• Develop evaluation rubrics, grading frameworks, and golden‑answer solutions to train and calibrate LLM‑based grading systems.
• Collaborate with data engineers and AI researchers to ensure the tasks align with model capabilities.

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, build financial models or market analyses, and deliver client‑ready recommendations under tight deadlines.
• Comfort presenting and defending recommendations in uncertain environments.

Required skills

What we offer

• Opportunity to influence the next generation of AI reasoning capabilities.
• Fully remote work with flexible hours.
• Collaboration with a growing team of top‑tier consultants and AI experts.