About the role
Toloka AI is at the forefront of developing domain-specific reinforcement learning environments, tasks, and evaluation frameworks tailored by experienced practitioners. With a legacy as a top-tier enterprise AI and machine learning data partner since 2014, Toloka has established Mindrift, a platform that bridges the gap between elite domain experts and pioneering AI projects. Leveraging 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 unveil a Management Consulting domain dedicated to transforming real-world consulting experiences into structured learning environments for advanced AI systems. To achieve this, we are assembling a distinguished team of strategy consultants from top-tier firms who can translate authentic project experiences into comprehensive examples — encompassing everything from problem structuring and work planning to analysis, synthesis, and client-ready recommendations.
Join our dynamic team of consultants from prestigious strategy firms, where you will help shape the way AI comprehends high-level business reasoning.
Important: This position is exclusively for consultants who possess direct experience at a top-tier strategy consulting firm. If you do not have relevant project experience at one of the firms specified below, we kindly ask you not to apply. This stipulation ensures that our domain is constructed 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).

