Ex-MBB Strategy Consultant – AI Training (Remote)

About the role

Join Toloka AI’s Mindrift initiative 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 former consultants from top‑tier strategy firms who can craft realistic consulting scenarios for AI training.

Key responsibilities

• Create detailed consulting project scenarios that reflect authentic industry contexts, financial data, constraints, and ambiguous information.
• Design discrete, structured tasks for AI agents, covering market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnosis, benchmarking, and more.
• Develop evaluation rubrics, grading frameworks, and golden‑answer solutions to calibrate LLM‑based assessment systems.
• Collaborate with the AI data team to ensure the tasks align with the overall training pipeline.

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 work 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

What we offer

• Opportunity to influence how advanced AI systems learn high‑level business reasoning.
• Fully remote work with flexible project timelines.
• Collaboration with a growing team of elite former consultants.