About the role
Toloka AI is at the forefront of enhancing AI capabilities by developing domain-specific reinforcement learning environments, tasks, and evaluation frameworks crafted by seasoned professionals.
Mindrift, driven by Toloka—an esteemed enterprise AI and machine learning data partner since 2014—bridges elite domain experts with pioneering AI projects. With Toloka’s extensive knowledge in scalable data generation, crowd technology, and applied ML systems, Mindrift empowers specialists to influence how next-generation generative models learn, reason, and execute.
We are excited to announce the launch of a Management Consulting domain aimed at transforming real-world consulting experiences into structured learning frameworks for advanced AI systems. To establish this initiative, we are assembling a team of strategy consultants from leading firms capable of translating authentic project experiences into comprehensive case studies—from problem structuring and project planning to analysis, synthesis, and deliverable-ready recommendations.
You will collaborate with a dynamic team of consultants from top strategy firms to redefine how AI acquires high-level business reasoning.
Important: This position is exclusively 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, we kindly ask you not to apply. This criterion ensures that the domain is developed by practitioners who have been trained to the highest standards in 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).

