About the job
Toloka AI is at the forefront of developing advanced AI solutions, enhancing frontier model post-training by creating domain-specific reinforcement learning environments, tasks, and evaluation frameworks crafted by industry practitioners.
Mindrift, a pioneering initiative powered by Toloka, has been a leader in enterprise AI and machine learning data since 2014. It bridges top domain experts with innovative AI projects, leveraging Toloka's extensive expertise in scalable data generation, crowd technology, and applied ML systems. Mindrift empowers experts to influence how next-generation generative models learn, reason, and operate.
We are excited to introduce a Management Consulting domain aimed at transforming real-world consulting engagements into structured learning environments for advanced AI systems. To achieve this, we are forming a team of strategy consultants from elite firms who can translate genuine project experiences into comprehensive examples — encompassing problem structuring, planning, analysis, synthesis, and crafting client-ready recommendations.
Join our expanding team of consultants from prestigious strategy firms, playing a pivotal role in shaping how AI acquires high-level business reasoning.
Important Note: This position is reserved for consultants with direct experience at a top-tier strategy consulting firm. If you lack hands-on project experience with one of the listed firms, we kindly ask that you refrain from applying. This criterion ensures that our domain is developed 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).

