Strategy Consultant – AI Training & Evaluation (MBB Experience)

About the role

We are building a Management Consulting domain within Toloka AI’s Mindrift platform, translating real consulting engagements into structured learning environments for advanced AI systems. As a Strategy Consultant you will design realistic consulting project scenarios and evaluation frameworks that enable AI agents to learn high‑level business reasoning.

Key responsibilities

• Create detailed, industry‑specific consulting project environments, including financials, constraints, and ambiguous inputs.
• Design structured consulting tasks for AI agents such as market sizing, commercial due diligence, cost optimisation, growth strategy, operational diagnosis, and benchmarking.
• Develop grading frameworks, evaluation rubrics and golden‑answer solutions to train and calibrate LLM‑based grading systems.
• Collaborate remotely with a team of former MBB consultants to ensure authenticity and rigor of the scenarios.

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 actionable insights.

Required skills

• Strong analytical and problem‑structuring capabilities.
• Proficiency in building financial models and market analyses.
• Ability to produce high‑quality client deliverables and defend recommendations.

What we offer

• Remote, project‑based engagement with flexible hours.
• Opportunity to shape the future of AI learning in the consulting domain.
• Collaboration with a network of top‑tier strategy consultants.