Toloka AI (through Mindrift) is hiring ex-MBB strategy consultants to build AI training environments for management consulting domain. The role involves creating realistic consulting project scenarios, designing structured tasks for AI agents, and defining evaluation criteria. This is a remote, part-time, project-based position for consultants with 3+ years of experience at top-tier strategy firms. Compensation is up to $60/hour with estimated 25-30 hours/week during active phases.
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.
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.
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).
Consultants with 3+ years of experience at one of the eligible firms listed above, with hands-on project experience in:
No deep technical background is required — onboarding on the lightweight tools involved will be provided.
This is a remote, project-based, individual-contributor role focused on analytical design and evaluation.
On this project, contributors can earn up to $60 per hour equivalent, depending on their level and pace of contribution. Compensation varies across projects depending on scope, complexity, and required expertise.
For this project, tasks are estimated to require around 25-30 hours per week during active phases. This is an estimate, not a guaranteed workload, and applies only while the project is active. Tasks must be submitted by the deadline and meet the listed acceptance criteria to be accepted.
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