Ex-MBB Strategy Consultant – AI Training (Remote)

About the role

Join Toloka AI’s Mindrift team to shape the next generation of AI systems 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 business scenarios for AI training.

Key responsibilities

• Create detailed consulting project scenarios that reflect authentic industry contexts, financial data, constraints, and ambiguous inputs.
• 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 data engineers and AI researchers to ensure the scenarios integrate smoothly into reinforcement‑learning 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 work plans.
• Experience building financial models, market analyses, and synthesizing findings from messy data.
• Track record of delivering client‑ready recommendations under tight deadlines.

Required skills

• Strong analytical and problem‑structuring capabilities.
• Familiarity with consulting deliverables such as presentations, reports, and recommendation decks.

What we offer

• Fully remote work with flexible hours.
• Opportunity to influence cutting‑edge AI training methodologies.
• Collaboration with a growing team of elite former consultants.