Ex-MBB Strategy Consultant – AI Training (Remote)

About the role

Join Toloka AI’s Mindrift team to shape the next generation of generative AI by translating real-world consulting engagements into structured learning environments. This remote, project‑based position is designed for experienced strategy consultants from top‑tier firms who can turn authentic project experience into AI‑ready training data.

Key responsibilities

• Build realistic consulting project scenarios, 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, grading frameworks, and golden‑answer solutions to calibrate an LLM‑based grading system that assesses AI outputs at scale.

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.
• Experience building financial models, market analyses, and synthesizing messy inputs into client‑ready deliverables.
• Comfort delivering recommendations under time pressure and uncertainty.

Required skills

What we offer

• Opportunity to influence how AI learns high‑level business reasoning.
• Fully remote work arrangement.
• Collaboration with a community of elite former consultants.