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

Toloka AI supports frontier model post-training by building domain-specific reinforcement learning environments, tasks, and evaluation frameworks designed by real practitioners. Mindrift, powered by Toloka — a leading enterprise AI and machine learning data partner since 2014 — connects top domain experts with cutting-edge AI initiatives. Backed by Toloka’s deep expertise in scalable data generation, crowd technology, and applied ML systems, Mindrift enables experts to shape how next-generation generative models learn, reason, and perform. We are launching a **Management Consulting domain** focused on translating real-world consulting engagements into structured learning environments for advanced AI systems. To do this credibly, we are assembling **a team of strategy consultants from top-tier firms** who can convert authentic project experience into end-to-end examples — from problem structuring and work planning to analysis, synthesis, and client-ready recommendations. You will join a growing team of consultants from leading strategy firms shaping how AI learns high-level business reasoning. **Important:** This role is exclusively for consultants with direct experience at a top-tier strategy consulting firm. If you do not have hands-on project experience at one of the firms listed below, please do not apply. This requirement ensures the domain is built by practitioners trained to the highest standards of structured problem-solving and client delivery. **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 For** Consultants with 3+ years of experience at one of the firms listed above, with hands-on project experience in: * Structuring ambiguous client problems into workable analytical plans * Building financial models, market analyses, or synthesized findings from messy inputs * Producing client-ready deliverables under time pressure * Forming and defending recommendations under uncertainty No deep technical background is required — we will onboard you on the lightweight tools involved. ## **What You’ll Do** * **Build realistic consulting project environments** — create detailed project scenarios grounded in real engagement dynamics: industry context, financials, constraints, conflicting inputs, and incomplete information. * **Design structured consulting tasks for AI agents** — break projects into discrete tasks that mirror real consulting work: market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnosis, benchmarking, and more. * **Define evaluation criteria and quality standards** — develop grading frameworks, evaluation rubrics, and golden-answer solutions for each task, used to train and calibrate an LLM-based grading system that evaluates AI outputs at scale. This is a remote, project-based, individual-contributor role focused on analytical design and evaluation. ## **Skills & Requirements** * 3+ years 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+)