Senior Consultant (MBB & Top-Tier Firms) - Freelance AI Project
Toloka AI
Contract|Remote|Remote — Hungary Toloka AI is at the forefront of advancing artificial intelligence by creating domain-specific reinforcement learning environments, tasks, and evaluation frameworks developed by industry practitioners.Our initiative, Mindrift, leverages Toloka's extensive experience as a premier enterprise AI and machine learning data partner since 2014. We connect leading domain experts with revolutionary AI projects, empowering them to influence the learning, reasoning, and performance of next-generation generative models.We are excited to announce the inception of a Management Consulting domain, dedicated to converting real-world consulting engagements into structured learning frameworks for advanced AI systems. To achieve this, we seek to build a team of strategy consultants from top-tier consulting firms who can transform genuine project experiences into comprehensive case studies — spanning from problem structuring and project planning to analysis, synthesis, and client-ready recommendations.Join our dynamic team of consultants from esteemed strategy firms, driving how AI acquires high-level business reasoning.Important: This role is exclusively for consultants with direct experience at a prestigious strategy consulting firm. Applicants lacking hands-on project experience at one of the firms listed below should refrain from applying. This criterion is essential to ensure the development of the domain by practitioners trained in structured problem-solving and client delivery excellence.Eligible firms: McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&C), EY-Parthenon, Kearney, and Strategy& (PwC).Who We’re Looking ForConsultants with 3+ years of experience at any of the aforementioned firms, possessing hands-on project experience in:Structuring ambiguous client issues into actionable analytical plansDeveloping financial models, conducting market analyses, or synthesizing insights from complex dataDelivering client-ready outputs under tight deadlinesFormulating and justifying recommendations amid uncertaintyNo extensive technical expertise is required — we will provide onboarding on the essential tools involved.What You’ll DoCreate authentic consulting project environments — develop intricate project scenarios based on real engagement dynamics: industry context, financial considerations, constraints, conflicting inputs, and incomplete information.Design structured consulting tasks for AI agents — decompose projects into discrete tasks that reflect genuine consulting operations: market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnostics, benchmarking, and more.Establish evaluation criteria and quality benchmarks — devise grading frameworks...
Apr 18, 2026