Senior Consultant (MBB & Top-Tier Firms) - Freelance AI Project

Mindrift, powered by Toloka, is a leading enterprise AI and machine learning data partner since 2014 that connects top domain experts with cutting-edge AI initiatives. The company is launching a Management Consulting domain focused on translating real-world consulting engagements into structured learning environments for advanced AI systems. The team consists of strategy consultants from top-tier firms who convert authentic project experience into end-to-end examples for AI training.

• 3+ years of experience at McKinsey, BCG, Bain, Oliver Wyman, Roland Berger, Monitor Deloitte, EY-Parthenon, Kearney, or Strategy&.
• Strong structured problem-solving and hypothesis-driven thinking.
• Ability to translate vague problems into clear analytical steps and deliverables.
• High attention to logical consistency and output quality.
• Independent, self-directed working style.
• Clear written English (B2+).

• Build realistic consulting project environments with detailed project scenarios including industry context, financials, constraints, conflicting inputs, and incomplete information.
• Design structured consulting tasks for AI agents that mirror real consulting work such as market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnosis, and benchmarking.
• Define evaluation criteria and quality standards by developing grading frameworks, evaluation rubrics, and golden-answer solutions for each task to train and calibrate an LLM-based grading system.

This role is exclusively for consultants with direct experience at a top-tier strategy consulting firm: McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&C), EY-Parthenon, Kearney, and Strategy& (PwC).