About the job
Toloka AI is at the forefront of enhancing frontier model post-training by crafting domain-specific reinforcement learning environments, tasks, and evaluation frameworks developed by experienced practitioners.
Mindrift, a brainchild of Toloka — a recognized leader in enterprise AI and machine learning data solutions since 2014 — bridges the gap between elite domain experts and groundbreaking AI projects. With Toloka’s extensive knowledge in scalable data generation, crowd technology, and applied ML systems, Mindrift empowers specialists to influence the learning, reasoning, and performance of next-generation generative models.
We are excited to announce the launch of a Management Consulting domain, aimed at converting real-world consulting projects into structured learning platforms for advanced AI systems. To achieve this, we are forming a team of strategy consultants from top-tier firms who can translate genuine project experiences into comprehensive examples — encompassing problem structuring, work planning, analysis, synthesis, and crafting client-ready recommendations.
As a member of our expanding team of consultants from prestigious strategy firms, you will play a pivotal role in shaping how AI understands high-level business reasoning.
Important: This position is exclusively available for consultants with direct experience at a top-tier strategy consulting firm. If you lack hands-on project experience at one of the firms listed below, please refrain from applying. This criterion ensures the domain is developed by practitioners trained to the highest standards of structured problem-solving and client service.
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).

